Finding Surprising Patterns in a Time Series Database in Linear Time and Space pdf

11 485 0
Finding Surprising Patterns in a Time Series Database in Linear Time and Space pdf

Đang tải... (xem toàn văn)

Tài liệu hạn chế xem trước, để xem đầy đủ mời bạn chọn Tải xuống

Thông tin tài liệu

r C R XT w V e V S R 8 X F X € CT … B @ H C X R …T U b R V b $(iG97gt19tÔf`c`9$GfD(gp#`vfÂG#Ư#f9$9E S 8e b @ z e V DfÔafiă9De $DlcG$iD$t(9`WDf(Ô(ÔD`(ÔfiDcT H C BP FF VT e R V e X E € X X B T S b R B B € b b C X e P C  b R € x BP e PT U RT XT B @ B € X R B e e V @ V X R Q S e V e R CT ăf(Ô9Dw9DcW(G`iDD(`pDfD`1ƯjyÔ99f(qă9Do#GDe rT R Q S F … C R V b € S C B e RT ‘ X R CT e V eT HTF X e H C b B c99f(ÔÂ19oYÔ((D`Giqq(#GDătcpGGY`Ô9Djp$ÔDfÂ1C C w ò ™ ‰ ø ™ ù ø ™ Š X X X R € V ‘ B VFT HT X H C BP B  € X FF V e 3s'ă#Âự WÔ``Ô($qA1GpG`k#Dlsf`sG$q9E e XT z X 8T B X HT e B CP XT B @ B € X P C X R CT eT R Q S B e C F V B ifÔGDf`7pGD$l7`iDD(`ă(#GDc99f(yf(D$$tfÂf ¨ X 8T B X HT e e P C R CT e b X E âÔGDf`jpGD(Ds$h#GDfÔ`(9`X U RT XT B @ B X e X V 8F e E C e S B ST X R C b XT e V E e B V V P (i`GDD(`oăGp9DpaDDf`(#ÔiG1aD`ă(|q$C b R X E V  B V B C @ H e e e € E ™ U RT XT B @ B € X  B … S B ST X R C Ô(Ô`9ă`ătăapÔDi(Dj((9G`GD(D(``ÂÔDf(i`9$Ôb XT e V E e B V F V H B C R b V P C U RT R RT U E e B w ị B GfăaD`19ƯăgD$({t$q$d9G9(i$ÔaW9DiDW#D( r UT Ô B ST X R C b 8F @ H V z B C Ô w 8F € B XT e P S e V e X R B e e V $Gsqf`(#ÔÂ#G9p$(f7$9#G(DqG9Dof(s1ƯD9DfD`1Ư@ U RT XT B @ B X B … P C € RT e C e eF € b pT S e C R XT eT B C (i`GDD(`e`fÂj$t9G(DDpc9Ôpc$9gGgcgfÂÔq w n Ưỗ ố ù Ôố ồù ý ÔĐv9fƠ1DAh$ố ỡ if$$y'Êd9ợ #ă|4ợ #fÂ|9lgồ ốý ố ú ỗ ố ý ố ý ỗ ổ ố ỗ ợ ý ù ồý l$ĂpƯ#DGfổ ỡ DvƯttYDăht'sƯ$$ ỡ tÔAphv ốộ ợ ũ ù ốộ ù ú ỵ ỗ ố ộ ố ỗ ố ý#Ưh$it$9lhs$tgố #ỡ DilhW$qÔGDf`7pGDoGsfhtƯũ Ă ộ ố ỗ ố Ă ù ỡ ợ ỗọọọ m X V X 8T B X HT e RT ố ỗ ộ ửDY(Ưfpf(7yÂứ 7i#ố ($ƯăƯpoÔ((D`Gp#GDe ộ ợ ỗ R Q S  w– ˆ Š äý œ  T E V V ¢  E S b € S C B e RT R CT r$(9DWG9p$(fYăhYf`(#qp'$D(G9Gpătă(9h`9 C R e 8F @ H V z B CP B ST X R C ü wF C C e U RT RT Hr V e V S F €P X V B CP S eT HTF C C e FF V B V  e B … ‘ C û X 8T B X HT e B C p$hvDcpGG{D7GăgDăvf9DifÂÔq9wÔÔGDf`gpGDoăhP X R CT eT R Q S b € F V B … X X RT V e R C b B € e V B eTF w n XT B 9$GDG(Ưft9`X ătfÂÔ`f(iăt#ÔoDDătfDcGo(7oÔ`GD(@ r B € X m P C R CT eT R Q S F €P U RT R V H V X BT € x B H 8F E C B @ `(`4hăt#GDc9Ư(w(h$(G9$ÔpÔDc9DỳÔG9$D(975 w ự R CT e b e S F V H C R V S R V – ÷ ™ '1#ứ v#GDfÔD(dc$g#($dƯ$s1Ưò R CT e b e S  eF … C R U RT S €F b RT ™ B € e V B eTF e R X H V R X C $GDfÔDf4cÔÂ19f(iƯGÔ(iÂ#D(D1tfDciw(DGT Ôp$9(#GT r B V B S R € C e S B B 8P B XT H 8F E C B @ w X R CT e V e b @ z B `ă$yf(99YDgÔD`fhfDGÔG(#D(q97Ô(#GDătÔaf7#C X Q S ‘ C H C X  b R € x BP S R V B € e b € B e X X C ‘ X e RT C Ô9f(k9fp#`ef(Ô9DƯăgDDf9D`|`$9soDG#a@ r V e V S P C X R CT e V RT E H C b ™w wT ™ X R B e e V @ U RT XT B @ B € X U RT S R ăt19q$W9$GDăƯG(#fyG#8 vƯÔ(DfD`ă9|9G`GD(D(`h9G(9ƯQ RT S e X B e RT B V ‘ ™ X e RT C @ V e V S U RT XT B @ B € X FF V € ST T S R G|DÔDDGWDăi7aÔDG#aătă9d9G`GD(D`gcG$9(iiƯGT U RT S R Q RT S e X B e RT e C R B V ‘ B … C w ị n ỗ 9G(9ƯG{ÔDÔDfDGY$9pD1p7fÂÔ7Ad'1cpDh($ ùố ốộ ố tDpj9` ỡ ụ$ ỡ 4$`aW$ylf$(le$'f'9Dỗ ồộ ố ộ ố ố Ă ỗ ú ù ũỗ ợ ố ỗ ợ ồộ ỗ ỗ ộ ố ỗ ổ ộ ố ồộ ù ợ ỗ ỗ ố Ô$$$($'v$ătffÂ9l$ủ$`t(i|o4ă'ố ỡ ộ ố ỗ ổ ọọọ m XT B 8TF e € C R V P C R CT eT R Q S bT X X VF $(l|$vv$ăffÂh$shhÔiG7iGD#p$ăp#GDc99f(AG``$iÔb ó X RT V w R CT e b e S B 8TF e € C P C H 8F E C B @ 8F @ HT X F …T e VF Ô9GsÔj 3$GDfÔDf7fGGD($$ÔG9$D(wG9pG`GfÂGDăiÔDB e eT S X €P R C b E e C R SF € C X H 8F E C B @ XT e e V e e C (DoDGso`(h#Ôsay$9oi(#9`~ÔG9$D(G9DăƯDwDăÊ w#ÂGGq$idDfD`ă9(i`GDD(`Aă9sAÔ($$($|GdcÔÔa`X TF X C CF R B e e V @ U RT XT B @ B € X V e V ‘ b R V … S V RT PT b @ C e U RT … V e € C eT ‘ X V E V e V S …T X X V H V RT X R B e e V @ U R D|(iƯo(#(Dcsd`$9$t19dÂG``$g|õGi9DfD`1Ư9GT r XT B @ B X S R Q C e B X € V ‘ CFF V FF VT e R e C @ SF C e w X CT GD(D(`Ư9Dsf`9ỏiGăgcG$iDÔD$ad(#qqÔ9#G r E C eT € x XT H eT B C UF V R V b € P C  eTFT e € w R CT e R e e ($jDc9Gk9DcD$$G$|ă|(`X $d!cGGD(f97q3$GDfD`ăV X X 8F B VP S …T b B X V X R B e e V @ U RT e X B e RT B C U RT XT B @ B € `ÔGpăheÔÂGÔÔÔDW$Ư9DfD`1Ư9GDÔDfDGoă{(i`GDD(`X FF V U RT e V B H € R P C H 8F E C B @ e ™ e X V B e R C b R w ị ò iăt9GD1tfp9ÔW$ÔG(#D(|(Ds$t`#Ôệ4'fị #q1cuiÔƯoDDăgtcÔÂGD1fDhí9WGvƯ$e$GDfD`ăV ị SF Q B € e V H F …T e VF B V ‘ C R XT S R V R CT e R e e b € H S …T b B X V ‚ e R e R C b  E  B € x w wTu X V E V e V S X 8T (ÂGÔÔÔD7ăƯyÔD$Ôpg`f9y#8 vvo`$9$t19sÔGDB r X HT e V RT R B e e V @ S QT b @ X V U RT S R Q P C H 8F E C B @ f`qpiDYhGDfD`ă9ÔƯcÔÔa`Y(G(Ư9ăĩÔG9$D(A975 ắ è #Ô ccắ è è è è ẹ #'`é ỉ ì ế 1c!$ăư ì Ð Ð Ú ÙÂ Ì ¾ Ù ¾¾ Ì Ì è è è è è è ô â à ắ đ #ÔÔ ì #tcyệ94ăfÂ3ẽ ể 1`9ẽ è ậ7w7$ â ă ẳ ế đ đ ê ² Ơ Í Ì Ì Í Ị Đ Á ÀÐ ẻ ấ ẫ ẫ ẩ ầặ ắ ă ăá â đ đ ưô ơô ê â ă à ả ô ả ă à â ưô â 1DAyfÂÔWc!4cf!Dwẵ Dt4c4Âà ă âô ă â ơô ă ẳô â ơô ă â â â ă ằ â ă đ à ơô ẳ D!cÂăD!f44ccw4 4#Âc4!cÂD!w4a34t1D!j34w4Ô9!cc#ÂÂà ă â â ă ơô â ă à ả ắ ă à â ẵ ă đ đ ưô ô ả ă `!!c4DÂ4Ôo1Dja Ô4!ÂqÂ4oc4f! t9cÂlwÂ4 đ ă ảô đ ơô â ă ẳ ăô à ả đ ă đ ằ ô ả â ă ê ê ÂÔjDc4ÔÂ7cÂ47ÔtwDcÂDwfÂ!pÂÔYÔ!ăÔÔ#ÔaÔGD!DffDả â ẵ â à â ưá ă ẳô â ơô â ă ê đ ă â ăô à ả ă ô ằ â ÂÔ!#AD4#Âc4!cÂsÂÔY3ÔÂƯ!Ô3DcÂDf4ADÂc$4Âà ă ăá ô ă đ â ơô ă ê ư â ơ ả â đ â ă à â ưá â ơô D#Â4 ysD!1Ôac3!Âeă!4!ÔGDa#Ô4!DƯ7!ƯƯcÂ4 â à â ăô à ả â â ô ô ă ê đ ưô ơô ê â ă Ôq4ÔÂAscÔyÔAtc#th!ÔqsÔ! cÂfÔYp!pc4!cf!DĐ w R CT e b V B e z Ơ B e V Ô F S C  … C € B V  R CT e b e #GDf$t`ƯfD(D19Ư'f(hhă#DăgƯ3#GDffDfj F V H C R r ™ R CT e b e ˜  eF … C £ ™ 8 B z p € ¢ ™ X 8T B X HT c$g$9Aq3$GDfÔDfje4cÔÂ1q#ÔD3e(sÔÔGDf`hpG75 Keywords Ă  Ÿ  Ÿ ž œ œ š ™ X R CT h9l‰p$Y›!(#GDe r V bTF @ @ r X V E V e V ˜ —–  “  •  ” Œ “ Œ ‘   Œ Ž w w ăÔiG(9A`ăƯătăfd'f{(Ư(ƯÔ9s9f9d  i Categories and Subject Descriptors w R CT e V €F V … F V e R HT B @ z 8 …T X R e z R V eT ‘ b V C B 3$iD1ƯG$$Ô$tÔpGDfafÂG`9ÔDfd$|Dcsht$#D(@ r @ V B C P C  eTFT e € e e V B e X R C H S † w X V E V e V S P (ăj#$h!cGGD(f9DfD1t`9#pf(Yvs#`ăƯătă9Y(De $C T X e RT B V RTF b V @ X S R V HT e RT S RT H B e S E R V ÔG`W9D|GYă(iGiÔ$9`9$ipGDGg(ipDDf(ia{ăb X V E V e V S ‘ R V RT X R B e e V @ FF V B CP XT B @ B € X P C B `ăƯ$t19f(hvGf9DD`ăƯ9De iăoăh`GDD(`s$D(`X r V H V S 8e b €BeX R C b R 8 X V 8Be z p €X 6e b R } w X RB ăÔpDf9D`(#ÔÔÔaE $9wÔD`i(`7(D7Ô9Ô(DfDe r e V @ S … B X E C R € F X € CT … B @ P C  b R € x BP S e b @ z 8 `ă9ÔÂDf`9$9(c`(#GÔD(făf9Ô(DltDfÔafh9De e bT S B @ C F S C H … C € B V  V X ‘ CFF V S R V X R B e e V @ S … B fGD(dDe f(p1ÂDăghisGG${Ư$Y(DfD`ă9ÔÂDf`X r E C FF V P C  b R € x BP e S C b R F e R 8T b p C e 8 B e z p X ($9G$ă9Ô(ÔDl79D7Ô9fcDÔGÔpffD7fD`W(`jV X X H eT B C UF V B € } w V e V S F V H B C R S … B X E C F X CT B @ P Ô`(~(DcD$#Gă(tă9($gDă9WÂDf`(#iG`(#GÔD(Ư$C R CT e b 8FF C b V H eT B C UF V e X …T U F @ HT X B X € e S V e X R $iDÔGi$ÔiI9DcD$$iăj(D7ÔÂG#pc(pi`7f`9A9Dp#D(! w e B @ z RT V H C S V H C BP eT bTF C e 8F ET X X C @ HT E  V H bT `fafWiăg#j#DcÔGGÔAD7i(G``#apG7aYÔgtG9s #`GD(D`s$v$iDc(ƯfocÔGG9fvă|9GDc9DYă9s$g$$te XT B @ B € X P C R CT eT R Q S eT bTF @ z R V U RT BT € x B e C R P C U V r(ă##Y(DqăƯ|#GDă9G(7st19ÔÔ`dc`9$iÔDYp#`X R V S V e X V R CT e C R XT w V e V S R 8 X F X € CT … B @ H C R …T U ™ b R V b  E S e b @ z e V e H C BP FF VT e R V e X E X X B fÂG#3#Ô9ăƯt{Dffa(YăƯDy$DlciăiDăt9(`WDhP rPT S b R B B € b b C X eT P C  b R € x BP e PT U RT XT B @ B X R B e e V lc(Ô9fD`(ÔÔyDcăpf9f9Dls9Dci(G`iDD(`gDfD`1Ư@ V X R Q S e V e € xT R b e F … C R V b € S C B e RT ‘ X R CT e V e iÔ(Ưfo1ƯDo9i9(fDyÔÂ1(Ô((D`Gdqi(#GDătcT r HTF X e H C b B … C C w X e X V e V S …T X X V H C e 8F V b X e C oGGo`Ô9Dip#ÔDf#ăhÔDf`$t19gÂG``ăghDpG$`Yă9R C S B C x S R XT B @ B € X P C R CT e C R S eT HTF  B … V X € X 8T B i$ă9ƯăV #`GD(D`w$v$GD$9DcpGi`f#hg`9WÔGDf`X HT e RT X R B e e V @ U RT XT B @ B € X U RT S R Q e V X e @ H e e V X € CT pGDuG9DfD`1Ưt9G`GD(D`t9G(9ƯăD(pfD`ăd9#G r B @ FF r w xT R b e b B V X e R 8T b p R V S R V ™ n XT B @ B X m P fD9GAs#9i9(ÔDotDăÔ`qÔGÔpo$p9$(f`iDD(`4s$C R CT eT R Q F €P U RT R V H V X BT € x B H 8F E C B @ XT w R CT e R #GDc9Ư(S 9l$(i($ppffDG(Dkfi(#DjG97f#GDÔDe r e V X X 8F B VP S …T b B X V X R B e e V @ U RT e X B e RT B C U RT XT B `ăi`ÔGWăhÂGÔfÔDf$Ưf(DfD`ă9g9GDÔDDGW$h9G`GD(@ r`(`fGăe9GDătfp(ÔW$dÔG9#Dăt`$apG9Dq$t`e B X FF V U RT e V B H € R P C H 8F E C B @ e R V e B C @ HT e e X V B r($Ô!YiÔ9WDDăgcÔÂGD1fD9iƯă$GDfD`ăV R C b R – w SF Q B € e V H F …T e VF B V ‘ C R XT S R V R CT e R e e b € H S …T b B X V ‚ e R e R C b  E  B € x w wTu X V E V e V S X 8T (gÂGÔÔfD7$ƯfD$Ôgp`f(y#8 vvp`$9$t19sÔGDB r X HT e V RT R B e e V @ S QT b @ X V U RT S R Q P C H 8F E C B @ f`qpiDYhGgDfD`1ƯdÔƯcÔÔa`YW9G(9ƯăIÔG9$D(A975 ABSTRACT INTRODUCTION Department of Computer Science and Engineering University of California Riverside, CA 92521  "        © Ơ & % #$! ă('Â##ă Stefano Lonardi  "        ©   ##4 ă(3Â11)  "      â Đ Đ Ơ Ê Ă $#! ăÂÂăƯÔ Eamonn Keogh Bill ‘Yuan-chi’ Chiu Finding Surprising Patterns in a Time Series Database in Linear Time and Space  eT B VFT HT X e B C @ @ € X C e X 8T B 8 HT e S …T e B b XT S X C eT !cDăiGpG`s`ăa99`qDsÔGDf`X pGDYÔÔGDfDf`G(q`9q9s4c9R r H H C b U RT RT H V e V S e P C R CT e R e e V e S B e @ V b C XF p#fi(i(Gptă(j9D$h$GDfD`ăf(DDD($Ôo`G$V X V R CT e V e R X B @ B w ‚ ‘ 8T … B … C …T e X € V z R V B C $9$GDătÔ`ÔDÔD{(7íAfGDfÂ1ÂGD9$9fẽ$ăhP w ị 8  u w b e ™  B e XT H b ™ RT bT S H ™  H C R C B e X V U RT S F b R ăĂcYÔw#Df$``GpÔ9tÂ#(GÔG(p#i#(#D`ăf9G(9GÔ9GT X SF Q X B …T S RT R CT e R e e V b € H S …T b B X V e E V Ô(iÔ9`Df#iiẽ$iDÔD`1ẽ(ệÂGÔfÔDdăƯdfa$99@ rF V eT R Q V C e RT X 8T B X HT e U RT …T e B b XT S P c$iDG(ƯogDGjÔGDf`YpGD(ifiDDf`G(q$C ÔG9$D(W975 H 8F E C B @ w RB 8ee V @ R 8X R 3DD`ăƯdÔÔ`(9 F X CT B @ V P C b R B B € b b C P C  eTFT E V E C B @ S e b @ z 8 c`9#GÔDgq$Ô9ÔD`ÔÔsăv!cGG9ăƯ#DDffa(p9De e V HT e X C e XF S C H … C B V D1giDfDqGÔp1ÂD1g ăGă#oD7(ss1GG$wfa$99@ P C FT V … V C e X € X ‘ CFF V e E V rF V eT R Q V U RT X v w t e E V @F V eT R Q H C X C e RT X 8T B X HT c$7Dc(¦w(i`ABAuƒa$¦(G$yDG(¦„p#`qDGsfiDƒ`ypGDe e …T e B b XT S C e XT H 8F E C B @ XT e C e R CT e €F C X X € CT … E C (DqÔGDfD`iYDGÔG9$D(G9DjDp#GD(G$`y(#G$s975 wÔÔGi(9ăgcDăGÔ1#t1Ưs9DƯDfai9Ư$ÔDă7GGoDft$C X 8TF @ @ V F B V 8F b z C S V B V @ e X B E H € R F V B P C e XTF S B S B R V XT X 8T B X HT e V b RT  w ữ ị C B XT R CT e € ET B e XT S  R ăGiÔGDf`opGDhgÔ9G'11ctDffiGt#GD9GD`G({$V H C BP R X C b U RT E B E H € R F V B B VF € bT e B V @ V P C eTFT E #Df`#9t(GÔaa9s$ÔDpăi9ÔGD`1Ưf$e4ciG($V r E C B @ e e V e z C S V B V @ B VTFT H VP e B e R € C b R 8 ‘ B ($D(Y9DAă9Dh($tăƯjăiGipăvf9DqfD9$Ô9fiqYD w e X B e RT P C R B e e V @ e B CP b R B B € b b C P C  eTFT E V E C B @ ÔDfDG3ăpDfD`ă9s9DqăhsÔ9fD`(ÔÔăo!cGG9ăƯ#Ds9De e VF bF V b e X € H ‘ ™ B € X V H XT e e € @ H C b C e B S B C R Dăi(ÔG$p(|q7#D(`ăppG9DhD9p$ÔDgft$! ọ ỗ ỗ ố ù ồộ ũ Ă ý ộ ÔDt`9Yl$ ố ỡ fg$W9lpfổ ỡ 4$`Dfù ợ ố ỗ ố ố ốộ ốộ D$ o ỡ $ds$(lehiDD$taă(tfổ ỡ 4fD(ƒng$(l   œ p  œ ë ¡  Ÿ í ợ ỗ ỗ ỵ ố ù ï ÿ è ïè ò  è  œ ë å    èé è (ƒDƒ Ÿ ì ÿ '$``$Yhdtaƒ`ƒfD†pvlp!ˆf¦ƒ9fr`ƒs9l‡ð Ÿ ý ốộ Ă ỗ ố ù ốộ ộ ợ ù ù ỗ ù ố ợ q ốộ ố ỵ p ố ỗ ổ W%Ôăt#$ ỡ hW$hvăGfDhDh94Dhdf$DÂ$ ỡ $ ố ý ố ộ Ă ỗ ộ ũ ộ ợ ỗ ỗ o ố ỗ ổ ồộ ố ù ộ ố ỵ m ộ ố ũ ỗ ố ộ ố ỗ ố ퟝ l w Þw ˆ h kf jf hf e d ỡ 4f#`v$nY!4văffpghvk$i~@HHiCgr w X CFF CP X V XT B @ B X P ÔsGG#lsăY`GD(D(`s$C R CT eT € e RT B € C R Q S FF V H B CP B C H ‘ X X R e B b R C b B C $GDG(Di($W(ƯfciăgD$lWDăpiq`Ô9fDfDf9$Ôjă9Ô DISCRETIZING TIME SERIES w b B V X B B € e €P B CP X R CT e b BT S S R V X R CT X F b R C 3tDă`ÔDAD(D(lAăhw9$GDfÔDc(dƯ$A9$G`9GÔ9$Ôb B  C ‘ ‰ R CT e b  RT FF V RT Ô w B C ‘ S e VF B X X b XT S C f(h7g#GDffGeGGăƯGstaD$qeÔDăiÔDi`(Ô`G(De S @ CF … S FF €P B C H B V H 8F E C B @ e e € C E V X R CT eT e R Ôa#GÔÂÔ{GG(hiDăppDăủfi(#D9Df#aăY9#GDc9DGT X f($Df9D|Ô9sa{#GDfÔƯGD9fc$7fvq3#GD1ƯG$$Ô8 ó B S V B e R ‘ ™ ù R CT e b ¢ FT e R € eT V ‘ † w R CT e V €F V … F$†GDc9pf›†GG$tƒ(e›DGsut$#D(($|#i$â!cGiD‰9De V bT BT @ H S 8FT V e S V eT ‘ b V C B @ @ V B € C P C  eTFT e € 8 e V B e X R C H S ‘ ˜ R CT e b  R w ữ R CT e b  R D1t`9$pÔ(q$GDfÔõ!õu#GDfÔệGT 9DcD$$G$V H eT B C UF B € C b € S C B e RT FF V R Q ‘ ™ X R CT e b X X € CT … B @ RT S X X € b XT ($if9(D`GgcG$9ƯY7Ô9$GDfÔ`(#GÔD(|G|``(Ô`G(S XF VT B e V H e S ‘ 8T … B U RT … V ‡ w X 8 B e z p X U RT X G$iDfDăg(DệÔ7fGÔDv9GjÔÔÔD`o(`e9G`(õE  b R € x BP S e b @ z ã R B e e V @  R V e € @ H C b F e R 8T b p C f(Ô9DpÔDfÔaf7X 3DD`ăƯoăqD(9p$ÔgcDÔGÔpfYDe C C X ‘ — R CT e b ¢ R – w XF S C H … C € B V  S R V X 8 B 9í(`h7|#GDfÔ!Ôif(pv1ÂD1g9$ÔÔD`e z p X U RT S F b RT ™ U RT X X b C B @ U RT B e X R C F VT B e V H S R € C B o`v9G(9GÔ9Gs((G``ÔÔD(9GD`u#săDDăg99$D$U răƯgp$`|Ô9D`i|qệ$GDfÔu!ẽăÂD(($#C b V E H C X b € S C B e RT ‘ ø R CT e b ¢ R – w b V C B @ @ V B € B CP @ e X U RT X X b C B @ B @  B V X X b R V ™ X 8T B X HT e …T e B $lÔDt(i``fÔD(ÔD`ăD`ÔÔf9qÔÔGDf`dpGDgÔGDfDfb r XT S C e X € xT R b e R CT e b V B e z 8 B € e V 8P X X € b XT S R CT G(|DfÔ(i(9tÔDv#GDfăt`DDălf`9Ô`G(qde#GDe r b  R – w X ‘ CFF CP X V S …T R V U B C XT B @ V @ e P C e X B fÔe!{ÔsiG$hY$eÔG9ăÂDăGa$Ưp(Ds$iÔDp975 w 8X V E V e V S #`ăƯătă9j9De  Œ U    A3  ) & ădÔÔ9eĂădƠĂ A & Q 8  &  c ) 3 • Œ • #Pg¥¡†9lP–¡W#!”p£a•d “”5’1l “ “ " ‘    ” 10 15 20 25 30 35 40 45 A “ B9Œ P C …T X e RT B V RTF HT e RT S RT H B e S E R V b X V E V e V ăjÔG`s9DgGwă(GispGDgii9GpDfDfjag$Ô`$9$t19S R V RT X R B e e V @ e FF V B CP XT B @ B € X P C B € X V H f(uGg9DfD`1Ưg(DqGăgăhh`GD(D`Y$gD`$ph9De D9D`9$ÔệÔÔa$9ÔD`õo`9DgÔ(Ô9DfD`1Ư@ S 8e b BeX R C b R 8 E X V 8Be z p €X 6e b R } w X RB 8ee V S … B X E C R € F X € CT … B @ P C  b R € x BP S e b @ z 8 e e VF ÂDf`(#9(gc`9#GÔDs$g9Ô(ÔDlpDfÔafA9DD1(Ôb rc$gDfGÔp1ÂD1gt`ăƯo(i(9tÔDdpD1t`9#pf(S F V b C e XF S C H … C € B V  S X V E € xT R b e V e V B e X R C H 8 ‘ ™ V e V S U RT RT V B e e RT S … B X E C e C R X V ‘ V e V S R qtă(p9G9Găt`A9DgGÔÂDf`9$s$(w$wYtă(f9A9De RT S … B X E C R B e e V @ V e V e 8F ET X X C @ XT eT b RT ¢ w X R B e e V GgÂDf`(#DfD`ă9Wq1ƯDG(i``$awGsGAÔ9GyÔ9DfD`1Ư@ S B X E C FF V P C  b R € x BP e S C b R F e R 8T b p C e S X ÂDf`(#ƯG$q$hf9Ô(Dlf9DY(f9Ô|cDÔGÔpDhÔ`9 E R V b 8Be z p €X V ‘ C 8e V BeX R C H S † w RB 8ee V @ V P a|ăifD`ho`gỏ9YDăt`(#pÔis3DfD`1Ưpy$C b R x BP S e b @ z 8 e P C R CT e V RT H B e S e R 8T b p S C f(Ô9DgDÔafj9D$#GDă9ipDDf(qÔGÔph7GF rF V e V e € xT R b e V e € C eT ‘  eT R € H H C b U RT RT H V e V c$dă9Dh9i9(ÔDg#9Dcsv4c99ip#Ô9G9Gpt19S e C e  eTFT e € 8F e eTF P C E SF € C ‘ XT B @ B € X P C R CT eT R Q S B (DDY!cGGD(wGD`ciƯ$7ai(#7y`iDD(`aă$iDc(Ưf(} w X RB 8ee V Ô9DfD`1Ư@ b € X U V  SF € C ‘ R CT eT R Q S B € C RT V U V b R } w S e b @ z (`ăai9$7u#GDc99f(h($ẽiăÂă{f9ÔDfÔaf8 R V e X X 8F XT b R B B € b b C P C  b R € x BP X eT PT U RT XT B @ B X $ƯDA`ÔGjGÔ(ÔD`(Ôfqăgf(Ô9DDcqc9G`GD(D(`WaE C XF V SF € C ‘ R B e e V @ e ™ F …T eT € e R – w U RT XT B @ B X U RT E X `G$i9$7gDfD`1ƯY9D(cÔÂGDc9D!A((i`GDD(`g9GÔaA$V R B e e V @ e U V  FFT ‘ XT B @ B € X P C B € X V H B € C ™ X B V  X CT DfD`ă979DăaiGsq`GDD(`aă7D(`ăp(##ÔDăÂs9#G rfDgGsăWYÔGs!Ư$f$$tf#1g$p(iD`ÔÔoD`#a(#C B @ RT B V  V bT ‘ e P C U V B … V R V U RT B B € b b C C e S X C @ @ X$ƯăÂsG(DsfpiDÔDhD`ÔÔqcT G(fÂf7y1Ô($Ưtb V B V  XT e X HT e R e S B B € b b C e PT ™ B … ‘ C w b R V ec9#AcfÂÔv|ÔÔDs9pGpchf9G`(i`GDD(`X E F R C PT R … 8u B € b b C C e R ‘ C R € XT eT b RT X U RT XT B @ B € S B ST X R C b E e C R SF € C X X 8T B X HT e e € B V H € b C e X ÔDf(i`9$Ôva|ă9ẽi9#(`ÔGDf`pGDhÂDăgẽtDV RT R B e e V @ XT e P C b R e XT z 8 w ˆ B UT Ô RT R C GệDfD`1Ưdi(DY$Ô9ÔDGf97ĩD($isGẽs9`X R B e e V @ n X B SF € C X S R V S V m e B ST X R C b 8F @ H V z B C DfD`ă9`Df(#(`g9$g#Ô9!d9D7(i`9$Ôsi(p$(fwă9Ô w X B e C e FF ÔDf(D$j(D3G$V $Dlht$#D(($V H C BP b V C B @ @ B € C P C R CT e b RT e XT F VT b € B b e XT XT w  b R € x BP S e b ($$#GDf9GDG(S ăiÔ9DfY(DGG97Af(Ô9D|ÔDfÔa@ r z X eT H C BP R B e e V @ e P C  b R € x BP e P C B e B V @ fWDGỳ$DlDfD`1Ưp(Dw$f9f9Dlo(Dw$pDD`ăƯf(S e R C X S R @ S eT S V e X R – w B € e b € B e X X eT C e F T X F b z (D#(ƯfaÔ(ic{$D94p#D(D9D`YDcgDGfÂG`9GÔf8 S 8T e e C R XT R B e e V @ V P C XT B @ B € X P C B € X V H e H ÔiDgă9iõDfD`ă9vW$`GD(D(`Wă|D(`$Ôp|9DwgÔGF r E C B @ XT …F C X C e X e @ H e e V X € CT … B @ FF V €TF R € e V e e C ($D(G9De ÂG#`wDD(pÔD`1(#GÔD(ÂGăy#iG(93ăƯDƯDăÊ w B CT V E F V H B C P C F S C H b QT b @ X $GƯÔaăgD$9R ăÔ(pf9GfÔa`V B CP S 8 R e X e V RT HTF X € e S R V ™ R CT e b 8FF C b V e V S XT e C $lpÔÔ9q9D7ÔD1ƯGpGGÔq(DpƯăƯ#GDfÔGG#fWt19wG9DYDe T e VF B S B ST X R C b XT R B e e V @ S … B X E C F ‘ R V P C XT B ÂGD1fDhDf(i`(#ÔqGgDfD`ă9d#Df`9$gcsf9i$Y`GD(@ r B X P C B € X V H wF V H B C R S B ST X R C b XT bT ‘ ™ V e V `(`ăWD`$pW97qvăgD$9|D(i`9$ÔGG(sƯt19S S B X E C F X € CT … B @ P C R CT e b 8FF C b V H eT B C UF V e X T ÂDf`(#c`9#GÔDw$v$GDfÔGG#Ôỳ9DcD$$iăp9DjfÂG#U F @ HT X B X € e S V e X R w e B @ z RT V H C S c9pG`sf`(j9Dp#D(! `fafG$g$(oV $DlscÔGifDe H C BP eT bTF C 8F ET X X C @ HT E X V b  R V RT  V H bT ‘ ™ XT B @ B € X P C R CT eT G9G``$apiaf`$$higÔgdG9s(#`GD(D`Ư$d#GDc9R r Q S eT bTF @ z R V U RT BT € x B e C R P C U V e R V … S V e X V R CT 9(scÔGG9f$9GDc9D7ă9să$$t$$($j9D7ăƯ#GDe       “ “    ‚ Œ „       •   & lBĂ1ÊaCâlBĂhBse9das(TdÔ{hĂĂ c )          Œ 3  &   U  “3  Œ S Q &  #17shĂlT(@ĂdÔ9l!âdhhCĂ9ƯTĂp hĂh(B9Ăg(dal%9 Ô12@#{$#@{(# #3hB ” “        ‚   Œ Ž   Œ  & Œ •  ) “ & Œ c ) ” “ G “ ” Ž  &    Œ  &  “ y Vwv t s q  Ž Œ & Œ & h  A  @h# v3ĂÔ9#hĂxƠ7uPrp92@ihg7$BBA G )   “     Œ  •  &    A “    Œ       •   & c 29âhf1Ă9ĂgdBeă7dl(dÔe{vĂĂY#) )  Ž   Œ )3 ” “     saCâ#ÔƯĂ##5CbhĂh(B9Ă 1Ô(#ƠBhaâ D ) &    Œ 8 A “ • ) G  ) Ž  &   Œ  “   X    & $ V A  A A Œ U  “3  Œ S Q  `ƯYg3Ăi(d$B@Ôh'%WB2v73hƠĂ(ƯTR#P8 I G  &  D HĂ17ỏƯỏĂlFEƯă2ƯCB(2$@9â$77Ư{Ư565Ă#&  ) A  Œ )   3  “ Œ •  & & 3 Œ  Œ •  ) “ Œ  )   &   Œ     & $ " ##2ih1#â|ĂW9Wl(ÔvĂh3'%#!1l    ” 20 50 20.2 20.4 20.6 20.8 21 21.2 21.4 21.6 21.8 22 rfÔa`s`Gs`f9DăC `ÔG9Bw z fDq9DaăC #9GD`(9`wDăÔiƯGT b @ X XT B e X X 8F R v e z e e P X U RT B e X E € X e V bT S R FF V € X € º S R V Ä X 8F E VT B V … ™ e R H € b C S XT e e C U C B ciăƯ`(IƯăvrÔG9ăD1#sfp9ÔiG(Di#9$9$D(75 w z igpăAfÔ9ÔD`ÔÔƯăwfai9j9Dy(xu 9ậ RT P C X b R B B € b b C P C B E H € R e ‚ Ä Ì  E 8e C R S YD$9f(W7( z $dF9GD`9(`g$Aă9sw ấẫrD9s P C U RT B e X E € X  R V B C Ô ẩ B | ÂiC z ặ ©©¡i“ ™ | H˜ — z ’ ™ ~ — 2“ š˜ — z ’ ™ | — BGT z ƒDWV Ä “ À À À Ä ™ Ä P e z 8e Ç Å œ ™ œ P C ‘ R CT eT X C @ e V è ï   è é é ỵ ï ï å R V X V Ä U RT B e X V e V e V X ă3#GDc`#a1jƯDtftg$$9iR(iD`Aq1ƯDiDqv w z ăqf((`j(DDe ( x z DăhP P C X z p €X 6e C ™ › HB C e RT X U RT B e X E X S R V (DGf#(GD`99`Ưă3 z $AÔ9fD(DdDj(9#a`ÔD`ăÔb P C X z Q 8B @ 6e Ce X S R C @X 8BB C H B CP e RT X U RT B e X E € ¢ ™ e V e R CT e R Ô | z D$lo9D{GY#(GD`˜99hw š˜ — z ’ š˜ x˜ — z 1ƯD#GDÔ r R C b e eT ($Ôh(DDcs7 fDf(ssr Ô z ĂâT | C˜ — z Ÿ˜ — z ½ ¡ ½ ‘ ½ Þ B ‘ ™ À À À œ ™ U RT B e X E € X e B CP S R V e B C X X (GD`99`g(DiăhƯăƯD`ă9`W$V rÔ x˜ — z `9pˆhw z Gy#aE 8X € † RT F C r H  X er‘ e e V bT S RT C e ẵ ẵ ị ouD'v9D|DăÔiƯGtDƯ z ắ1fv z DcDwgv eT B w z ăg!ẳDdgGG$sGT ƯăƯ z $gBƠ`ƯiV P C Ô ợ ỗ V S 8FF V b X º S R V P C   »èé ị S 8FF V b XT ¸ B C B C  GG$Ôfi{Â1ÔD$hw z $3tỗ ỡ $yp$D$htvDf9DeGiăb P C ộ ú B C ỗ Ă ộ ỗ ổ ợ ç S 8FF V B V º S R V X U RT B e  w t B … C X U RT B e X B V º S R V ¹ DăIƯărr#(GD`{AFfÂ1$9GD`gDăí!9${ná 8B Df(sg# z G#8 vƯYg#iT z fDWY`#ap#fÔ(q9s3à w wT ¸ R e z 8e V 8X C @ H C b S X € e w ¶  E S e C R S XT S R V ™ C B … e U R 8F X V U RT B e X e @ H 8 ÔD$9f(wGgƯ$(DfÔD$9fiq$Ưi9GD`o4(pÔA97w µ ’ ” H € X X V ‘ ™ e B CP b R T z up(``$A73D`ăhff9ÔAƯw z $# z Êl$ii(Df9Ư(S P C ” ë ¡   èý e X R Q z GqG#ais$fai9(D z 9GD`WÔ#iWa$Ư(G$V RT XF C E H  X P C B E H € R e U RT B e X V R …T ´ w e E V @F e H C BP XF C E H  X P C b R € x X S B S B C R XT t B … C ¡  Ÿ ộ (D#DG#ai(9$Ô9f9`YDf(tăiăV G{ufÂ1jlvDỗ r w ý ồổ ỗ P C  è æ œ ë ý œ e @ H R C R V 8e C R S Ce t 8X Dỗ #Do$Dqă7tÂ(ũ #|4(pÔ(#9YjDă9ÔoDR`9qv BACKGROUND ON STRING PROCESSING w– Š X € xT R b e S X V E U RT B e X €F b S R 'ă fÔ9i9(fDd`$9o9GDfD(GÔd9$V ă$ e#GD1GDăƯ$DfÔ#p9G(9if9GaÔ`9Wag(#ÔAÔGDf`X ứ R CT e V …T e R V € x B C e b … U RT S €F b RT û S X € E SF € C b X 8T B 8 HT e e …T e B b XT S C e X S C e H …T e V R B eF V P C S € eT eF pGDj(DYfiDDf`G(gD7((DfpYÂGDă9DfDc$$A(9DGDc(H r w b V C B @ @ V R CT e b V B e z 8 B € e V 8P B VF € bT e B V @  R V BT x |3t$ÂD9ă$GDf$t`fgD(D1hiăi9fiD`1ƯăgDc9DB e C R X C S € B C ‘ B € C P C e X B e B … ‘ C ™ X X R e 8F @ H C $(hÔuDă7(#WăhÔD|(Ddf#Ô79qÔ`Ô(ÔDfG9p$Ôb B C R CT e b V B e z 8 B € e V 8P bT B R U XT e S S €F b RT V $lP #GDfăt`DDăltiD9Ô$G(D(9GÔ9GtÂƯv w u ³ X H eT B C UF V R CT e b V B e z 8 B € e V 8P ƒ‚ Fp roGT 9DcD$$G$|$iD$t`ffD(D1hA9De Fp ÂăĐa$G3'Ô9Gf'ă Fp ruÔG`y$YG9p$D(9`pV đu U CF đ b RT  w Š ” ¯ ’ ® …T X P C 8F @ H V X E € X H C BP X 8T B V S R € C E B € e V 8P e RT H B e S R V b ‘ X X V E V e V #DÔGDă(Ư(#aqDDăl(DƯ9GpDfDfăqqÔ`$9$t19S U B VF B C Ô w V e V S e P C 8F @ H V X E € X V H C BP S e V HT e X #D1iiă9'ă t19p(D7$oG(p$D9(`dỳ$DlÔDăgGDÔ8 F E VTF B E R V b S R V ™ 8F E V e X  B … B V X 8T B V S R € C E B € e V G($iGÔDfa$g9$#G9ătg`f#iD1jÔGDă(Ư(#aWD(DăÔhP ă & 03 #CĂp 9pH# & Ăvh  WĂƯ3(ư7@Bhơô1Ă(Ăvl | { @Ô(A & D ) A “ D     Œ c  &   „ Œ  Œ       •   &   © "       •   & c ) ) ă  l(dÔdvĂĂjhêÂl(dÔ{vĂĂ#eaCĂ(ÂCĂ18 G  A &  )c `hBgâ#ĐaƯĂl(###ẽĂ#i3hƠĂF5glB97$ &   ) &  c )  “3   § " z $@Ăă    ‚™ — X B € e V 8P ™ X 8T B V S R € C Eu j h k Ư d Ơ l âÔD(D1hÔÔGDă(Ư(#avsCf j @d‡ 5Ž ’ Ÿ˜ — z l3   ™ ” X B € e V ” (ÔDDălP (Tị pr#c  ) B e RT C Š X B € e V S e B C `fDi$a@ ÔD(D1hP D`ă`X r Ô ÔGDă(Ư(#aYl3 X 8T B V S R C E  n(ÔDDălP eÂfDG#aYl3 Ê ” X B € e V ” ¡ ’ B e RT C @    Tárƒ#c “ Þ ’ ¡  ) ‚ X B € e V 8Pu j ‡ k Œ ’ X B € e V S eB CX tÔDDălhsP5â%fD(DăÔhP D`$`fl3 hiC x xiddge 2##5dp âfD(DăÔhfl3 ™ ž œ › — ou d ‡ Š j ˆ d j ‰ ˆ ‡ j † d ’ ™ — X B € e V 8P  ị BĐ{ T!o (Tị pr#c  ) – | • ” ” “ ‚  •h7™ | { •h  “  “ ™ o      • u Œ df ‡ d d Žf d f j d ‡ ‰ Œf ™ ”   Rl(dÔ {hĂvCâ Hj Hd#âCrÊh(âÔ wF V R UT X e P C R V H e RT V e R C b F @ HT X ™ e R 8T b p C v$Ư$G`j9Dsăhăpf9Diăt#Ôc9pG`ƯÔGÔofÔb B 8T B C Ô F V B e X B Q e S R V ™ e R 8T b p C b e 8F … V ‘ e X B Q fGD($9ƯăDAD(f9DhƯăÔGÔpffjfGÔÂ7AD(W(75 | X e B … ‘ C ‡ w X 8T B V S R € C E B € e V 8P e P C R CT e V RT H B `Ô(DiÂÔ7AÔÔGDă999$adDDălg(Ds$t#GD1ƯGpDfDe r fS GG$DgÔD(D1h9Dg`ă`õDuÔ((DuD1ƯGT CFF V C e X B € e V 8P e e B C X C e S 8 R e  E S e V R r H C S X o$(pGT (DGDă#G$dÂ1a$d9Dpăh{!cfG9p#fpGD975 H eT B C UF V … C E V e B CP  eT z 8F @ H C b HT e w– ‰ Š X 8T B X HT e …T e B b XT S C e X B e H V B V @ 8F E V R C X V 'ă$ WÔGDf`jpGDjÔGDfDf`GpDwDfDfp$t1ƯYG9ăƯ#`ăDB ST b S C e S X € E R V b X S C e H S X V E  @ C B e R H HT z V fÔ(fDW`9wapăƯ((Dfpo`$9W$D`Ô8 (GăgH X e V e X € xT R b e ™ F …T e V R B eF r w n X U RT e e X B e H V `(h1ƯDpÔ9i9(fDqcÔ#iD1ƯDfDcqĩ`#(iD``hfDp$tB r V @ e R B T S eT ‘ X HT e F V B … X R € B E SF € C X X H eT B C ă9sÔDf(|Dcs7ÔpGD$tf#Ô`h(Dahi9$9`wp9DcDă#U rF V  B … C b XT S m S R V ™  eT …T e b V …T e V B eT R V XT U RT RT H V e V c${`fÂ1Ô`G(!9$3!cGDf$oÂGDătfDc$YGd(G9Gpdt19S #Df9s`if9$Aă itfi`ăƯ(pÔqõÔ`#(dDăqfaE B XF S R V – Š RT S …T X V @ H X r w R X C b B V ™ e r V @F V S BT X S e P C …T X e S R V e U R 8F ‘ C S RT ‘ B € e V ă99G$oÔDG`f(s9DaăAfi`w(DiƯăpD$(ÔGõƯGswD(DăÔhP e X B e H V B V @ C ‘ e e ‘ C S e V e X e C R … V C XF V (DƯÔDfDfpătăƯ|q!p9D~9vD1tW$9p#19{`Găgv w B @ V @ XT e P C e X B e B C a$ƯsG9D$qÔDj9DsăhP RTF U RT e e Qr e X E e P C @ CF X e F R C B ST X R C b FFT ‘ ‘ e (iGA9GD`9'`Ôa7(DƯ$sa$i`q9DYc9#fi`9#f9GGs77Y!cT r bTF @ HT X B C ¤ w b e ™– ˆ ފ e R 8T b p C b B 8T B € C Ô F V B S R C b X fGG9pG`7ă9#Df'1cfÔGÔpff7fGD($9aăDoƯ#fÔ`s9De ÔGÔpfÔqfGÔÂwo9#ÔÔ`s(D#(Ăci(Gif(GD`9'`ÔaE e R 8T b p C b e 8F … V ‘ S R C b X e ™ – ˆ ˆ ™ ˜ ފ RTF U RT e e Qr e X | e P C @ CF X e ™– Þ Š V e V S e P C R V H e S F b RT X B (D3ăja#G`s9D'f pt19A9D$g$pq9Ds(9GÔ9GqfD(De r V 8P 8F ET X X C ‹ w e R S R @ S RT V H C S E  V H xT R b e R CT ălG9G``#spf(ƯfaÔ(gG$g$(aoÔgs9i99tÔDg#GDe rfăt`iDDălÔaY97q$9#ă#gGfDătfaGGÔ(fÔaYÂƯ6 b V B e z 8 B e V 8P e X E w € U V … F e V B ETF S R 8 E … V ‘ B ‡ w RT e € C B E € X d ‡ Š j ˆ d j ‰ ˆ ‡ j † d e XT PT b @ qoDfd#9GD#D((`—iddge 2##5d9DfGvcÔÔa`X e C R ST S H eT B C UF V P C e R H 8F 8 R C e e V e e C $(hi(i7k9DcD$$iăY9De $AÔpÔGÔY9$Y9DqăƯDfDăÊ w ˆ 8F E V RT R ‘ C X X H eT B C UF V e P WG9ăs|Ggs9`sGT 9DcD$$G$Y9D$C RTF e C R r w S R UT X X V XT F C E H  X U RT b e V H S R V ™ C e X @ V (iGD#|AÔ9#G``ăfG3$ap9G9tDăgg9$Dq($gH eT U R V B bT ‘ 8 X C e S e X e XT B € e V 8P b V ™ S R R V b c#9ătệG9s|Ô`tDõÔDÔDdGD(DăÔhut$qÔ99ă`X B V X B € e V 8P S e B C X R € e e RT C @ XT e e r w S RT H B e S D1jÔDDălhD`$`(9Y9DsG#aG(Dq77(ipDDf(WaE R V b X B € e V 8P S e b V B e z P C B E H € R F V € x R V RT V e R C b e V ăsÔD(D1hpDfăt`fƯ$qfa(ăƯ$hiăt#Ôs1ƯDe X 8T B V S R C E e C X S e B C X B V  e ™ S e b V B e z R 8 E V ÔGDă(Ư(#af9Do`gÔD`$`YDăhf9D(D$t`fgÔfafÂƯ6 X B e V 8P e B eP r w S e b V B e z XT V e V S e P C B e V 8P H C ÔD(D1hy9DfDlsƯÔDf$t`fGjtă979Da$sDDăl7p#`X U RT ET B b X S ™ B E H € R F V B 8F U RT X V S R V ™ S RT H V z XT C (G9GDf`Ôfa($ÔDG#9G`{9$3(Gp$(ffG(S r(Gsg9DG(DGs9GGG$vtă(jăõ#GD`ăad(Dq3fDdpGDe RT ‘ e RT eT ‘ U RTFF VP V e V S P C R CT e B C @ e ™ @ e X HT b V e r w X 8T B X HT e e X X C B b V S … C H XT e V e ‘ C S RT t$ÔYwgÔÔGDf`opGD(Di`#D$Â1piGY1ƯD~1ƯGs U RT STF X V P C e U R 8F e XT e U R 8F ‘ C S RT ‘ B € e V 8P w e (iii`săiDă9ÔGq(DsGD$(ÔGe(ƯGsqDDălq97sfaE r V @F V S BT X S e P C …T X e S R V e U R 8F ‘ C S RT ‘ B € e V ă99G$oÔDG`f(s9DaăAfi`w(DiƯăpD$(ÔGõƯGswD(DăÔhP e p X V E V e V S X 8T B X HT e b R B 8P B V B V X e € @ RT (DiF`ăƯ$t19YÔGDf`ipGDiÔ(ÔDfhDgpD1jD99Gi975 w ị 8F E V RT R …T U XT X H eT #oG($shihÔÂG#sGwp9DcDB r C UF V e R x X E € X S R V ™ XT e RT S X € R CT e V e C R P C 8F E V $#GăfÔ9`(9`Ư$ÔG9Di`9{#GDătă9wăpG9$te r w 8F E V E C B @T € x XT F C E H  X b V e V e b € X e X V e V S X 8T B #G9ăƯ#DG9is$aut$ă9Dt9`df`$t19dÔGDf`X HT e V T e B b XT S C e H eT B C UF V bT B R U V …T U ‘ ‘ CF pGDgpÔGDfDf`G(dDy9DcDă#G$pGDf(Ô#oÂG$o7GÔq w ị R CT e b e S e RT C @ U R V b 8F E V R C e S R V ò ị b B V 'ăâcv#GDfÔD(Ai$af#($ƯtfG9ăƯÔiDdƯăƯăÔcvD1`X )  & saHĂ#ÔoƯdlăâõh “  ‚ ”   Œ  “ )  aC#‡12qsaC¡”B“ I Ff”p£ƒˆ'1#iApT2''¡|h  A   3 • )   ) ‘ V ƒ  ) D  &  “    “ )  Œ  ) “  )  Œ •  &  c )  Œ •  ÔsƯCĂ9fƯ|#`tĂf292{vsĂ #lB97$ " …T X e E V @F V fi`qfaăƯ(iăf9De e U R 8F C S RT U RT STF Dă9ÔG(ƯGso(iii`X e U R 8F ‘ C S RT ‘ B € e V 8P D$9fi(9GsYDDăl9De o P C R CT X B … e B b XT S păg#G`DfÂYDfD`if9De p P C R CT X B … e B b XT S Yăg#G`DfÂYDfD`if9De X R B e e V @ U RT XT B @ B € X B C t9DfD`1Ưo(i`GDD(`A$hP SÔ89GTpfaDhg`$9$t19AÔGDf`jpGD9De R H E C eu X V E V e V S X 8T B X HT e ‚ X B E H € R F V B P C U RT e XT X R C b tDfai9ăDs$p(GDi`(#Ôvu X V E V e V S X 8T B X HT e b R B 8P B `$Ưătă(ÔGDf`piDfÔ(ÔDflfD9De  ~ C{ | }{ z y o p ý åỉ í #Dpă x R CT eT X C @ e V X e B V e X e V $iDc`$a1D`1t˜A1¦De z ăho`f9DcDf$(fA($AGGÔa`X P C z p X e F e b V z e € C XFF @ ‘ P V 8F e e e C C B 1Gd(Dp9DăD(De $DltDă9g9Dt#oGÔaăi(Ds$C H C BP e V @ e R C XF E VF e P R CT e V R e V b R C b e ™ ‘ P V 8F  R V B CP e V e  e B @ C B @ e X V $iD1ƯÔD19$ÔW9D`ặ1G|$Yăh1ƯDg4`fa#Di(DAăƯ6 8 B e w B e b V B V b H V X e eT ‘ U RT R RT U E XF E VF V ÔD`y975 fD$tă9yp$Dy9DiDcsq9G9(i$ÔaƯGÔa$iyÂƯ6 R V b S C R ăj9V $Dl(i$#D#sÔ#oq!iAÊ w z ă9GD`(9`X H C BP U RT C U e € C X U S C ‘ e C P C U RT B e X E €  e @ H R C R V eT ‘ S 8F E VF XT U S b V S R V R B SFT b C 4(pÔ(#9iDGshÔifa$isiY$(gt$ÔhƯă|ÔDiG9toq!e e X V 8F e V X V ™ e C C B e R V e B e C ™ S C R F V R B e RT b V $Gg1g$Ư7$Dd(DăƯDpf(D$q#((qăƯDfDGõt$Ơ w DhuDa9wÔfÂGF $ƯgõAa$Ư(G$gDc(ƯQ Ce ị S 8B E H R ™ X … V X V e – w t e E V @F V eT R V B … C X U RT B e X P C e X V X e R X B @ B e V e 8 B e b B V X F V e ofÂ1p#(GD`ăof`oDÔ`ÔDÔD1ƯDÔD`tD1`w$tcT r UT S P C @  e V XT 8 B e z p € X w ‚ RT B e X b R B 8P B S R $G(s$qa!fsiAÔD`oo`(7aGÔDf(D7ÔÔ9fDfhfDo9$V 11cfGU $7#Ô`vvDDv`Dt|`9DoGo(tă7A$e`ă9#GDe ự ị w w 8 Xu ố ố ộ Ô ợ ỗ V X € C e XT X S B C ‘ P C  B V R CT r bT S V …T R V U B C C e B € e b € B e X V e V S e R 8T b p 8r b V @ X B C H fG(iifi($#D$oDDDf9D`Wtă(ÔGÔoffÔ$9`jD$pẽr w e € @ RT e P C …T X e RT ý œŸ   è   å ò   è E SF € C (9(Gj9DƯăfÔG`j9DhGƯ#vv9ăngahi9$7 8F E V e X V e SFT € E C e S BT € x B b V @ X S R V HT e e R G9ăti`ăƯ7(DWiG99ADWDc(ÔDqÔ$9`i9$7pGDq(DWf9De u (C{ ềsG9pă(fjăhƯ $|$iD99loj$ỏD$gDe ẩ ü È 8F @ H V z B CP P C R CT e b R €P V X V C B U C ỵ ý CFF V ‘ P – w e R V e X R C b FF V H X F …T e VF B V  E S S R C E XT 1GG$sqa4Ưăt9#f(G$g`cÔÂGDăiÔDAiiÔ(Ư(#aGĩẩ X V U R CF X V B € e b € B e X V e V S e R 8T R … R C b V XT 8F E V e X V $W9$Gq$qDDf9D`jt19qfi(ÔÂ#fj7GAG($to`$9s975 w HT e e R V e X R C #pGDw$t9$Ôb F R C X V e 8F E V e e RT  B c9#qÔÂătWG($tj9DgGd`f9x sw z iƯGăj1j1a9ăjă9R r RT FF V e V B V @ @ V e C C S t RT X U RT B e X e P C  eT B C û V H U B VF Gs#(iD`9DƯ$4GDăĂgY#Dăij(De ỳ Þ #GÒÈ ú U CF ù Å R S 8 S R w f9saÔÔ(9!W{ẩ $ƯDf#Dăi|t9iaăb %t ơ1ƯDe R V e B U B VF b € H E R V ” ” e V e C £ w S …TF VT eT RT E C e DăAÔGG$iDc9GYapD7 %t ro%$Gj1fDG( Dch9$V u e X V 8F e V X BT € x B eT S R %t roWGY(ÔÔ9wÔăƯ`7(D$ÂÔ7A f(i`9$ÔDƯăw ” u ³ XT S S 8 R b V @ X e ™ B … ‘ C w B ST X R C b C e e R V ‘ U RT B e X E € X e P C e U R 8F e XT È B ‘ ™ ‚ qY(GD`99`q9DăDă9ÔGq9DiíÂDf9sgẩ oặÔ#$te u X V 8G9ătj9DƯăAÔGD`Ôf(DhG(GiGGsw'%t 9©`¡©w g#($tB F E V e e P C X 8T B e R 8 e RT U RTFFT Ô w ị À À À “ Š U R V e C e t RT XF C E H  X H C BP @ V H R Cr C er R C V X (DgDệÊiqG#ai(ể#Dg$gW9#ăD9#pfGT ủ ø Dƒ9s‘ 8B | Å Ç ” ” %t â ặ xu ủ ứ ê – `©ê ” ” º – %t ©‚ ™ ~ — xu ñ ø º – ‚ ™ | — xu ñ ø ’ ‚ Ä Y(xu ø X ‘ CFF CP X V ™ 8F E V e e RT z S R sGi$hw$Ư#G9ăt9DifƯGT e X R B € e B R CT e b R €P X V R Cr C er R C V ™ º S B C V R T (Dy9DDfDp#GDf(9hp`ăƯq9#ăD9#fYtă7jÔÂG wt$qtăp$l``Ôe$$9hG9ăt(7t#G9ătv9#GF S B C ‘ b V B CP  B e R R V X V 8F E V e w 8F E V e @ €r € C C V e V B b C e XT b R € x X V RT U RT B e X E € X b V P C X b R B B iDăÔDfpDqGfÔ(Ô9`p|Gp(iD`(9`|t$8 ăAfÔ9ÔD`Ôb r b C P C B E H € R e e R € C b C e S C e H 8F @ HT X S R V T V R fƯă7fai9j9Dq(#ÔDp(DfpjG9pG`Ư$jÂG$Ưẽr 3.2 Suffix Trees ‚ ™ | ¢Å '¢Å — xu Ë ầ ế ầ ữ óu ủ #2uĐpố ặ ' xu ậ ế ầ Y YĐpố óu ủ ™ | uÕ › ~ — xu Ë Ä œ ‚ ™ | uÕ › | — xu Ë Ä Y ì Đoố óu ủ ố ọ ầ 93'! |  | ~ ỵ W ~ | º ì $œ z ˜fhtvDf9DA7tgƒs¢$i~ Ä   ð å ¡ ộ ỗ ổ ợ ỗ ố ổ  è w Þw ø ˆ Ž Ž d ™ w e b VP U RT ‘ CFF CP făvp9GsGG#hA9De RT S XTF E V e X XT z p € X S R V z Q B @ X eT P C R CT e V e b @ z 8 Gg(`Gi($tÔqGh(`h9$h9fDqDc$h#GDătffa(f9De S R V P C R CT e V e b @ z 8 e R 8 ‘ e E @T X R CT e VF B XT b B @ 9$@ăg#GDătffa(q(DpÔÔ74fai(`9$iD1iÔDq`GÔfD(ur ũ ỗ | ơ@H x xu (ậ ~ H ầ ế è ế ầ i ũ ỗ r5H˜ }˜ — xu 9Ë | H˜ ™ Õ œ è ì óu ủ YÂYĐpố ế Ç iÅ Ä P C e R € C b S e b @ z 8 e P C B C e V HT e X R V RT V e E C ‘ ứ B$s9$ÔdDÔaff9Dsăq$DăgGDÔh$|G$t#fqyÂ'u S R V u X B C e V HT e X 8 e B CP ‚ Þ u R CT e V € x RT U RT e € eT e X E 9$s#iD$DăgGDÔY(Dj$lwt#GDă9ÔGo(GD(DcD9( ứ Â'u ị Í !• µ ‚ rÕ › | — xu (Ë Ä Ì ™ ‚ ˆ #u ‚ rÕ › | — xu (Ë Ä Ì ™ ‚ ™ †Ư rÕ › | — xu Ì Ë Ä ’ ‚ Ư WÔn rế | xủ ễ u w ộ ỗ ăứ h$$plvtố ỡ (i fÂH ý h$Ăo9DgdÔDăgGDÔ8 ồ ý ố í ỵ íŸ   œ í e  E S e V HT e X E R V b  eTFT E V E C B @ R CT eT X R V B e w atăt!cGG9ăƯ#De#GDc`9$t`g97 W5 ùợẩ ẻ 8B Df(sa z ăg9GD`9(`agRfRw z ¤9¤(†`|†¢Df`(#C P C U RT B e X E € X V E Ä e · b R € x 8X S …B 8X E e H C BP S e V HT e X 8 E C e … V X 8T eTFT E V E C B @ B V R CT e V e (Dy#DD1giDfoahD#19YÔGDGGG9ăƯ$D({`ăƯ$GDătX S R V R CT eT X R V B e e ™   ó å   í   ỵ XT F S C H € B e e R Ư$u#GDc`9$t`d9D7(ăaă|GwÔ(ph9D`h(DÔ(ệ w `‘ R C S R @ S e C R X C S $oƯÔaf(să97ÔwX ó 9Dăg#GD((iD`Gj9Dq`9ăÔaE ã e P C R CT e € ET B e XT S e X V b | C ỗ rế5C 7nx | ầơế@H x xuyễ lrế | 7x1ị u õ ế ầ i Đpẹ1ị óu ố ì Đpố óu ẩ ỡ u ẩ ỡ u ị 1˜u B CP B e XT F S C D$hƒDf9DsG•f(pH … C €B V  6e B S R € Ä X b R 8BB € b b 6e P C e R € C b S 8e b @ z 1ÂDăgy9DfƯ(fÔ9ÔD`ÔÔC 9Dă(#ÔjDÔaf8 975 ế ầ ế u ẳr5C 7nx | ơ@H x xyễ | C ỗ Äu â ë lrÕ › | 7x„Ï’ Õ Ç iÅ ‚™ ē Ç › Õ Ç — Äu ê ê lặ n} |  ' xyễ ââờ ~ œuÕ — n“ ™ | œuÕ › ~ — Äxu„Ô ‚ ™ | œuÕ — n“ sÕ › | — xy ‚ rÕ › | — x„Ï’ Ä Ä ™ Äu Ô ™ Äu ⠂ Ä (…’ ™ | ¢iC˜ }˜ xoộ Đpố ou ò óu ầ œ ›  E R …T U XT ™ ‘ R CT eT X C @ R …T U V e V X B b b hÔ#i$si9`ọ#GDc`#agfÂG#AăqDÔÔC Ä e V e  eTFT E V E C B @ e X e R X B @ B bT ‘ ồ1ƯDo4GGG9ăƯ$D((DyDÔ`ÔDÔDgG9s Y$#GD1tfÔa@ ó P C R CT e V e b r z 8 e F S C H R VT … C € B V  B S B C er Í  B V R CT e V e X e R ff9DÔp|$iă#Dăgjf(tăgD'ệ`ăƯ$GDătf9Dd! w è X b R 8BB € b b C P ƒ(xu 9Ë ¤¤9fD`(¤¤s$C H C S R V B e XT ì ó e V e C $(Ưătj9DsGu1ƯDo`X B E H € R F V e C e e B CP 8F E VT B V a93$t$Dj(DAăhfG9ăD1# ì x ó | H ỗ ổ | ồ# ầ ì RYó e X † w XT ‘ B e C `jv#`Gs`f9Dăw `#GDc`#as1o(iD`1tX z GwD(ÔfpcjWaiDAị R CT eT X C @ e V U RT e B V e RT X B € b b C PT ị E C e ẩ ẵ ẵ ị sấọÔ (Ưfgva!t$7o(Dw$WÔÔ(ÔD`(Ôfp9De ó R Q S † w Ä S B C ‘ e P C X b R B B € b b C X ET B b X S bT ‘ 8F E VT B V … H C S R V B e b € S C B e RT C R ÔaGDf`ÔgtG9sG9ăiDă$I#Ư$tq9Df9(D`Gẽ9Av w ể õ ’ â P C R CT e €F C X e X V S R Q S X ể zT B e V W5B$|$GD(G#`j(Dw$hÔ9Ư(qGT cD`ăgH R CT eT X R V B e eT ‘ RT V b … C € B V   B V R CT e V e X V P C õ ỗ ố ý ổ $GDG`($t`DGsG$Ưtp1ÂDăgg`ă9#GDătWƯă{vl vf ổ ồộ ũ ộ ỗ 6e P C B Ce b … w ị Ô#`Ưst$a$vv$DA9D9$ƯăDfÔÂ7(75 #p Yỏu9$vt ẵ ẵ S R V Ö “™ — Ä “ À eT ỗ 蟝 ýŸ ỉ œ ỉ å é ị   埝Ÿ ç   œ é S 8FF V b B rxrế 7nâ`ââ} | 7uDGsDvl vfÂDÂ`9$'vlt($`vhÔiGăsDăV rế | †’ š˜ › | 'ix˜ — o u†’ | H˜ xo…u†n“ sÕ › | — x Ä ” Ư Äu ế ầ ou ò Ö ™ 8B Dƒ9s‘ Ù Ø × ‚ ‚ Ư “™ — Äu Ơ ’ Ĩ zT B e V H ỗ ộ X eT ị í ỉ gĩ Ăì } 9ẹ`Ônxrế | 7xxu ……GD`1g‰$'vhD($`vjDcpE S RT H B e S F e 8F @ H C b XT RT V b … C € B V   B V R CT e V e X 9GpDfD(hGfDfG9p#fGgG$9dă#Dăg`1Ư$iD1tY975 w ềDcsuÂfÂ1C ẩ eT t B … R B e e V @ S z Q e € E  B V B eT E B V R V ™ — Ä À À À — Ä — Ä ’ Ä S R DfD`ă9v9Y((t`ăt`c9D1e$wW 7ẹĂâ ~  | 7éf!9$V X`ÔÔDI#Ư$tj(Ds$h#GDă$Df`9$hăYaE ( z `©À ™ ~ — z ™ | — z X b C B @ H C S R V B e P C R CT e V … B X E C R V z 3WAfaăƯ9GăDc99A(D$ẽẽ(t$$G$Ưtb e à w t e E V @F V eT R Q e R C ị ẻ B S B C P C RT V … C € B V   B V R CT e V e X V  E S e V B R U U RT B e X V B ST X R C b 1ÂDăgg`ă9#GDătWdDătf(Ô#9GD`iAf`(#Ôv 3.1 Markov models Yhsế | x„ñ ⠗ Äu B C e V HT e X S C C $DăgGDÔd96 rTF TF H € HT z V H e  E ÿ ýŸ ỉ œ ỉ å é ị ÿ é ỗ e S R cifÂGiủ(Găg9Dvvh vf#t#`Ưd$Ư$'v$D9D9$V w X S B C 8X 6e P Ô(t$qj`Ô9D$C R V P C e U R 8F e X V È H B e bT B R U e H € X X V S Q $ăD$(ÔGw9DƯ$ĩDfD7GDf9f#w9Dyp9``$sq#ƯcT C e b V E U RTFF VP S R V ™ X B S B C … C € B V DAăƯ(GiGăvjƯăÂÔDft$j1ÂD1g f(#G99D3D9w9G``e B UT e e X B Q U RT  B P C V ST e C e X S R C @ X B B C b  U e V B e X XT w ịw ứ R CT e b ăh(ip(DhDWƯ$a`ÔD`$Ô$ÔD1t`iG(7git#GDff 8 Xu X RT V b … C € B V  B CP R CT e V e b @ z 8 e P C B C e V HT e X 8 Ô`v9G$9p1ÂD1gA$hp$iD1tfÔafA9D$wăDăgGDÔq9De B CP R C S XT eT X V º B … C b e V e $l(#hGgc$ủfÂ1Ôdă9Dg H C BP X U RT B e X P C e $Dld$9GD`˜W$df`X e X U R CF e B CP € C CF ‘ ™ X S B C ‘ B e C R Ô#(#Gp9DW$l{$igqƯÔ(t$qYf9Dăv!dw { d' 9Ăââ`ị • ” ” “ À À À “ ’ ¡ B CP ™ –'$hy# RT B € b b  œ › º X U RT B e X e FF V e V e b G(fÔC 5ẳÔ ẳ Ô $9GD`h(DqG$păƯDet9`X ị ” ” “ À À À “ ފ F V … B e RT e R fuP'º (`ââĂcwă#DfDG(D{GT { Ô$Dăi(Df$h|$i7 e X U B VF e B CP € C CF R Ô9De RT B b b C e C R X C S º U RT B e X E € X e XT ‘ B e C P ij(ÔÔA$(jÔ(GD`99`Y(Di`Gs`f9Dă4 !#  ! "1 ! "2 w Ê ị F U € C B  #¡‰G(#(#DgE y G“†¢Df`(#C RT S … B X E b R B B € b b C P C B E H € R e 8F V b X Ô(ÔD`(Ôfyăsfa(f9DiGă`Y7 z $9Df$9#GsÔpGDe R V e B U R CF X HT C ‘e X q!7GT y G$i(p$(fwă9Ô w y 9$V z ădDă9ÔGq9Dg#p`ăƯE PT 8F @ H V z B C S R P C e U R 8F e R C S X V X b R B B € b b C e U RT e X € û S V P C P C B V b X € V e ÔÔ(ÔD`(ÔfA(Di9GD(($săsăDăÔ7ÔÂăt{ $D$vAiă`X B C e b VP 8F V b œ Å (7“w | åÇ ú ú ô Df(ss((iD`pf9ÔDflfD(D{Gê$C B U RT B e X b R B 8P B e RT º P | å#Ç ú Ì ú œ Å X b R 8BB € b b C P C B E H € R S 8e b @ z 8 6e E Ce ÔÔ(ÔD`(ÔfAăWfa({DfÔafg9Dga|Djjxu ậ U R 9GT r H € X X V ™ B C b X e F e b BT S e € @ H C b ‘ ™ X e XT z eT X V o9``ăj$D$Ô`9DcDfÔDc(D9p#fqsÔDifhc`ăb e R w X e XT z eT PT (D4ÔDGfYc7c3 RT ự S C R e B CP b B V X GuÂ9i9Df$l{tDă`7 áu xs ôu(iD`dăs$(w è ăg%((ht$s(t$7D9Q U RT B e X b V B C Ô P C S C R b V B S B C eXB r e S V B E V RT eT XT ‘ ™ U RT X X b C B @ B @ P C @ e X S R C b 8 e R D$D(7YGsc`G 7ă(9G``ÔfD(ÔD(ăfÔDjƯ$ÔÔ`X 9DA! !  % ' ') !& $ ¢ ¢ ! ( ' w b V @ X S R V HT e B V RTF X BT x #ÔăƯ`Ư$jpiDqăÔ9GGwÔDc9DB @ e X XT w X b R B B € b b C P C B E H € R e eT ‘ X 8 B e e C fDiG97gÔÔÔ(ÔD`(Ôfs$ffai9p9DvDcsfÔÔD`{D$aE P C X S C R F V R B e RT e e V e C R R V S R ăÔ9Ư$9DfDGi(DWD1t$9($7gƯăV è Ưă ÔÔD`e S R V X 8B e SFT € E ‘ X V @ U RT X X b C B @ B @ e P C @ e X e X B Q e R (DG(9qq`ăƯ(9G``ÔfD(ÔDq(D3ăgÔD7D(q(Do!  ! # "¢ e R Q S † w X R CT eT R Q S H C X S 8 R e X B Q † w X 8 B (Dh99f(hvÔ9#GDc99f(gp#`ÔÔ9gD(dvõÔÔÔD`e z p X P C R CT e V bTF @ @ V e b BT S V XT U RT B e X V P C X U RT B e X E € X FF o`s$h#GDăGG9($qffDGsG(GD`iƯăw#(iD`(9`G$V P C X bT e XT e V e X e P C R CT e V e € @ H C b e ™ e b VP R – w R B e e V @ ăqÔGDGDătw(Da$i#GDăt9p#fw9DÂfăv4sDfD`ă9w9De PăD$9fiW9DqGủuDf(sƯ#pGDwgxoỡi|DD`ăƯh$q$C C e U R 8F e XT È B ‘ ™ HT e ‚ Èu ³ RT R B e e V @  R V P X b R V e X RT e b RT e XT S e FF V e V b CF S R V e R € C b C e 8F ET X X C @ e ÔÔ($t(is9GDG(A9DaG$YDăÔigƯăw9$ÔWDji(G``#awcT V H U RT X X b C B @ F V R CT eT S S V H C X ™ 8 B e e eFT € E U RT V #$go(i``fÔD($9#GDc(9$fp#`(#ÔD`A9DwcG99i9Gj w t A  G$AăhP FF V B C z p X X eT P C X € b CF e C e aỡo(`YDcs$Y9fi9DhDg  9GD`{ăw$W9fi9De U RT B e X b V P C X € b CF H C BP 8 B e e RT S RT V e RT V H B V X € RTF z p € X ™ F U RT S B C b b #D7ÔD`79DiiW9GătGăgqD1(Giio`Âc#(it$ÔfAr ỗ ợ ù ồý ộ ố ũ ộ ũ ỗ t hfGg(Ưp$ĩ     â  ọ ỗ ố 1ồ ỡ 9l ỵ è ỗ ố ë ’ º ð w w ø ˆ Ž Ž d Ê%l ˆ „Yó w e b VP F V e R H V S R €P U RT CFF C f$hătÔp$(Ư9lp9GsiG$hP e R C S X V E XT X € RTF z p € X P C b R e XT z 8 w 8 B e e R (D$d`ăƯ7G7(iGgo`săÔ(ÔDG(97$ÔD`A(DGT ỗ ý Ô ợ ỗ P C b R X B @ e eT CF @ z X R CT e b € B e X R C b X e P ăh Y!ẳDs$wf9Ô`ÔD79DƯc$i(f8 9#GDf(D`9$Ôw`Ô9D9$C eT B C ỷ V H U B VF w X e E V @F V U B V B CP F V HT e @ C XT bT !cD$!9gq#Dăi7(75 ÔDfaăƯ9Găs#DăiF ăhÂ$gGD#ƯGtG9s ăcgt$t1ƯiƯă#(iG($yGotG9s($Tứ Ô9$ÂrsDăV ứ ị b V B V Ô E S R V RTF r R C XT bT ‘ – — Š R R C € € v  E B X H eT B C UF V HT er B V RTF e R b B B C  w ‚– ˜ ø ™ ù ™w w ™ 8 X p9DcDă#G$WpGD'`ă(iGAÔÔÔDYD$hlăT# G(U #Ư#Ô`vu 8F E VFT V V B V X R CT e b € B e X R C b ” ” U C u ³ B … 8F b F V B G9ăGă#vD1|9$GDf9D`(#Ôg %t %$GF ofÂfiff$tfÂf w 8 B e e B CP b V @ X B V RT $ÔD`j9Ds$ljÔ$9`19GGF FF V B … C e RT X eF € X B ™ u ³  E S S R € C E XT X U S S R iătfÂ1|9DiDc9`ÔDs oƯ9$adGÔ#õ9$V X S C R P C B E H € R F V e C e e V e e b VP e eT ‘ R CT e b R ỷ R C Ô9jăa9s$tăDoă9Dpf$hd(DDcs$GDf9(T$Ôb RT bT ‘ ™ b V @ X e R V e X R C b X € e X BT € x B F E VF U S b V G(3tG9s#Ô$9`qăt9$Ôw9DwÔDc9DÔa$if$(gt$Ơ wfDo9DGqÔaă9D7ăiÔf9ÔD`ÔÔo(D7$p(#h(G((S e z e e RT F E VF e P C X b R B B € b b C e P C R C U RT z r(GfDf$ÔDGw$fcăƯ{ÔDf(tă{ăpÂDdDjfÔp(`Yc3tă7 RT X B U e RT P C BT V @ S B S B C R V … V X C e X b p € X eT ™ S B C b V B CP — F eT bTF @ HT S ET B b X S B V X U S 8 e R C XF E V t$ÔdăhgcDcÔGG9pGaGDf`f(|D1df#(Ôg9D#gGÔa$iF e ™ R CT e V b CFF V b V @ Xr B V RTF FF V B … C … 8T b V C e B S B C R (Dq#GDăGG$dÔăƯ``ă(GiwGătfÂ1gÂÔG9t$DWf(tăt! 10 11 12 13 14 15 16 17 18 19 20 21 22 ¢  w U S ##†8 R V P C 8F S ST H e RT R CT eT X C @  R V C e B C 8 B e P C S C ăy$YG(9ipY9D|G#GDc`#ahăD$WÔD`f9De ăi9R F V R B e RT  R V C e e C C B e H C BP X S B C ‘ e e € C U RTFF @ X $9DfDi$oDqăD9Dí$Dlw(tă7(Dq#o(GiGÔa`E S RT V e E C E R V Ô9G$t#ha$Ôb z $o$9GD`9(`g97vT } z Goă9Dq` P C X U RT B e X E € X w™ › XT e V e ™ ¢ £ w X C Ô(De e X B e RT 8F e eTF P C B CP B e B V  w  eT R Q RT C e X C ÔDfDGgGD`GGsăpD$hDf9DpDă{f(7!c99(GgDYÔ#U R  eT R Q RT C e U RT ‘ C B U P C S V e X RT e R V e X R C b V C e S R f9sg4G(ƯidDh9GsD$q$#D(ijăt9$ÔdhD|9ÔDe bT e R € C b S e b @ z R V … V XF C E H tG9s|9$ÔẽDfÔaf$v#19gG#ai(X ỳ ị $GăƯDe ỳ U CF R V B U R CF X S B C ‘ e V e R ‘ C R € FF ‘ XT e – w XF C E H f#(#G(t$qgăƯDs1(GÔ7gG4Ôi$aX ỳ ị ú #GF U C e V e B U R CF X U RT B e X E € X B ST X R C b B … R FFT ‘ ‘ e V e H ă9Dwf#(#Gw#(GD`99`s(i`9$Ô7f#Ô9GisA771ƯDsp9`X r X V C e 8F E V R C X V B XT eT ™ X U RT B e X E € X e P C …T X e S R C $gDWi($9#`$ÔDqGAGƯÔ#9GD`(9`Y9DƯăiÔG`f(DdƯ(#aE C e BT € x B e C R X C DqDc9D7ă9wÔS 9DcD$$iă(D$9$9DcAw z $W9GD`X H eT B C UF V e U € C eF r P C U RT B e r((`|ă$AÔD$Ô`Y(DgDGs è ÔD`o(`Y(Do9GDătă9R E X b V P C X B C b X e eT 8 B e z p € X e U RT e V e C r(ăsăjDăqÔÂ$tq`$99(G``ÔÔD(fD(ệyÔi`c$9$7f(99 R V P C B V b X € V e X V @ U RT X X b C B @ B @ r w XT X F V R V B S R b R € x 8X Ô(Ô9`(De z Ư$#Ô(Ô9`Ô(ÔDfhD(D|aE y 3à S R V b R € x 8X b R 8B 8P 8B 6e e ăĐ ƯÔ ƯÔ ƯÔ ƯÔ ƯÔ ƠÔ ƯÔ ƠÔ Ă “     8 ) c )  Ž •  “  &  ”   ) #(19P@#ơd s@Ăt3h(#âÔ Ă Ă Ă Ă ¡ ¡ ¡ ¡ ¡ ¡ ¡ ¡   A ) “ Œ “    “ &  D 5o2ăfhbĂlơ   #  #   ¢ ¡ ’ z ” “    &  ) h(âÔụĂể#Đc è   1©d•  ¡ r$  & " 5ÿ 1l    ” COMPUTING SCORES BY COMPARING TREES   w z $YÔG`j(DhGfÔ$9`d9$fpGDe P C …T X e RT b V @ X S R V HT B V RTF X V ă(GiÔÂăte xu ậ 9G$$s9DoDcsqfD`79DyfDăt$(9ă71ƯDe €F V … e eT ‘ 8 B e e X e V e C R R V e V H eT B C UF V w X S C R F V R B e RT e RT S B C e X XT X b R 9DcDă#G$h97eÔÔ9wăƯDfDGd(DtieDăDoGÔÔ(ÔDB r B € b b C P C B E H € R e ™ ø B UT Ô R ự u `(Ôfqăsfa(W9D9oD#Gs!qw âAÂuẹs êxu ậ Ôig1ƯDyfăuDăDdÔD`9`g(DGgÔÂGjăgfaE XT e V e ™ ù º ± e V S e C C B 8 B e E € X e RT X … V 8F P C B r H € R e  E R …T U XT º U RT B e X  R V P C o(g(DeÔÂG#iií(iD`$$fjxu è ậ fÔ9ÔD`Ôb X b R 8BB € r b C P C B E H € R 6e ™ 8Be z p €X V P C 8B €e b €BeX 6e foăha9{9Dj#fD`ệo(`p$D(D9D`(Dệy 10 ba$   ba$ 11 aba $ 12 14 aba $    13 15 aba $ 16 ba$ aba ba$ $ aba   ba$ aba $ $ aba aba $ aba $ ba   18 aba aba $ ba 17 aba 19 aba w b B V R V P C 8F S ST $Dăgă$Ai9ipH e RT S R X e V @ BT e X € V b E X € b CF B @ C B @ V V e C (DgidƯÔq9D1ƯAGf9DY`9$ÔÔa(ÔGfa$D(oYÂ9ă9R C S X U RT B e X H C ¢ w áu P C ỗ ợ ù ồý ộ è ò å é ò e S 8FF V b C XF V X $9GD`jp$7xq ăjfGi(`ƯA9DhGG$g`G$qGT z e B w ¸ P C ‚ ¸u fD`y B$qxs ftÂGl$(D7$fÔD`A9Dsăg9R ý ố ổ ýử ũ e X V 8 B e e P C ¸ S C V C e e C C B e H C BP e V @ e R C U RT B e X € xT R € e C Dd$D|9D#DuDăƯ(Du#e9GD`|9i9(9DvDe B 8P B † w ¸ e V S e C C B 8 B e E € X e P C X … V 8F e RT S B C e fhDsƯê1gD$DwÔD`9`q9D$yÔÂGA(DoGgÔD$DX X bT S RT P C e X S B S B C e X V S C R P C áu ÔÔG(9GƯ$sf`dDf(tăj9Dwă%((V $7xs Dh f`iý ỗ ýử ố 22 $ aba $ ba $ ba w º ’ W†Y‚ ù º ± u ™ F B V 8F ü w X € b CF B @ C B @ V X V e V e º P C R CT X R e z Wẹs cDăGqyÔ(ÔGqfa$D(fy$Ưyă9Dõ5$p$i`(ÔDf8 e X e B C X e C e U RT S R C @ X B B C b S C R e X e C R S ự ÔD`$(`g9D|D(G(Ư$a`ÔD`$fd99DifD$9f(ĩọF R e b B V R V P C 8F S ST H e RT X S R º S V e X RT P – w X e XT z e Ô9DD1găƯ$AG(9ipA9Dgiq(Ưf#D(i34ÔDGfwcT PT X b CF B @ C B @ X eT ù º ±  E e C R S ‘ ™ º S B C ‘ V R T c(Ô9ÔGqfa#DwDcệÂujD$(Ô(YqYtă7WhÔÂG a b a a b a b a a b a a b a b a a b a b a $ $ ba 20 $ ba aba $ aba $ ba 21 $ 13 a b V B CP X HT e v ‹ ü 8 B V @ H C b e C R C S † w ự R CT e b  R t$ÔƯ$l3ÔpGDtuêq9De Dă9p#Ô$(qq$GDfÔiGT S RT V e R C b B V X b V C B @ @ V X e e € C E V XFT V e S B C  w R C Ô9G$t#fAD17Ô(ăÂD(($A`Ô9D($a$qiGătf(D$h#`X rT B V @ H C b B CP X e V ST S R V b X € CT … E C F R C e B V bT cDăƯp$ÔA$hwÔD19i(9$s(#G$hc(#f9DfD1|G(s9'ăò e X B B C Ô S R V V e @ U X V ˜ P C € B C ‘ S BT @ X RT ‚   –u  U CF C R ÔD`$(W9$st((#`ăfƯăjD$qYDc(`9G3||`v$$i$9(H ro4(D|DƯ$qÂứ i$Wf9ăƯăƯăt$#D(($t`ăƯE H e C e S R V – ˆ Š äý œ  è T E V V ¢ P C b V C B @ @ V S X V e 8F … V † 8 B er r ¢ e eT ‘ b V C B @ @ V B € C B V @ H C b fGÔÂvÔD`'qsp9DDcsăÂD(($i($oDă9p#Ôv ` w X 8T B X HT ÔÔGDf`jpGDe V RT X R B e e V @ U RT XT B @ B € X F € B e S R Q R V eGW9DfD`1Ư|(i`GDD(`{G(D`{Ư9v$b 9DcDă#G$V H eT B C UF 6e " (Dh9 Ô(g aHĂlĂa(êb#lọ    ) ß    $ & ”  ‚   “  ÂlH¡l¡s•h ` w X 8T B X HT e V RT X R B ÔfiD`jpGDi|Gs9DfDe r e V @ n U RT XT B @ B € X m X € CT B € @ X S R Q e C R X C S H eT B C UF `ă9W$9G`GD(D`!W9#GD9`9Ư$9ÔI9DcDă#G$V 6e " (Dt9 ¤9p aH¡l¡a6¤l#ÏW  ‚   ) ß  3 Œ  D )  ‚  3  Âl@C¡#l•h cbG a f d g e cih a f d g p w b V CB @ @ V S 8X C @ CB @ B € C P ăÂD(($gÔ`#a#Dq(#s$C X B e V 8P C ‘ e e V B e X R C H S C e €TF SF € C FF V bT BT @ ÔD(D1hg74fDăt`9$pÔ(dDYÂGi|i9$7W7gcG$GDc9pH ¥ wF V H B C R E C e X B C b X e P C R CT e € ET B e XT S văgD$9faDqÔDăÔ`j(Ds$g$GD(9GD`G(j9De U RT H X X V B C x S R V X B C b X e P C R CT e € ET B e XT S e e C E (Gp9``$h$1Ư9$dÔD$Ô`|(Dj$ệ$GD(9GD`G(g9Dg($a$V X bT e XT e V e X U RT B e V U  E S QT e R ST E R V b Ö SF C X B e ÔGDiD1tY9GDf9D1ÂiƯcDÔsag$ÔwF$9`ÔDDw975 w'1ứ t$7Af#(#GfăhdD9GD`G({#``G#s9$Ư z ” ú Þ ú #GF – w Š X S B C ‘ B U R CF B CP S e € ET B e XT S R C X XT C ‹ S R V U C ± ” ” R ‘ S e € ET B e XT S R VT X X € V ´ FF V bT e C e @ H X V B ' Ô(sD9GD`G($i``($jGGăGD$D(păeDăV u X B C b X ™ e b VP R – w HT U B bT e XTFT E V E C B @ e R B T S V C x9 ÔDăÔ`f$hg!j$pi$ÔDiGDGGG9$9#DjÔDf(gDe U R CF E S R V X R CT e V e b @ z FF V H X F H B e z 8 V ỳ U C (#GÔagƯ$q(#GDătffa(Găg`gGfpÔD`fÂ9 z (ỳ Þ #GF R V e B U R CF X S B C ‘ X € V b E ỳ U CF ăƯDj#9$G(tă7W`9$ÔÔa9 z (ỳ Þ $G’± ~ { (G`#9tj˜f#U U RT X C C b e X r$(`tv $#GDffGỏ``(Ô`G(S ÔfatÂƯỏtG9shu U X w ‚ ˆ R CT e b ¢ RT S X X € b XT R 8 E … V 6 bT ‘ e U R ‘ C S RT ‘ B e V 8P Dă9ÔGF (9isdD(DăÔhg9De eT ‘ S e b R R C b XT ‘ C S RT ‘ U RT STF X e P ~ e U R 8F Dcs{ÔDfÔ9(#ÔYG1ƯGsg9GG`o(Dw$C C{ D$(ÔGp975 C  UT T R S Q # w b R– ™ X U € C B B € „ bT B V U S ¥  E S R ‘ C € B V H B S V B #94ƯÔ9$9$D`(qRfiq ăÂyhÔ9sgDăgDf#t`e S B e XT U B V XT ‚ u R V … B V ä è è é å è è é X 8 B e z p DDi$ÔDgoGfj ẽ$ÔDăst DDvgD`v' ÔÔÔD`(`X C e U RT B V @ H C b R C X 8TF B H eT B C UF V e P C e B V 8 e e V q!Y9GDă9p#Ôg$wÔGifDI9DcD$$iă(D3ăw`ăÔ9(Dq1ƯDe e b VP e R C R € @ V XT e – w H  R C B b V R V e C R XT h făvd(D$e99pGp4eg#D$$gă9oGu5T5p I ~ I P w — 8F RG9E r V RT S b e € X XT H eT B C UF V bT X V E ăsvi{9tDfÂ`YGụ(DcD$#GădG`ăƯg97gw 5T5Y iăb h ‡ ˆ FF V ~ ‘ bT ‘ ™ H eT B C UF V S X C @ C B @ e P C R CT e @T B b X S XT b R C qoG9s#g9DcD$$iăo`$a#D(w(D$p#GDiD`Ô(q`GÔ9$Ôb V T ÂG$U 9qAÔÔfD`o`õƯăhGÔpõ1ÂD1gj#GDe C R X 8 B e z p € X S R V XF S C H … C € B V  ™ R CT r b V B e z 8 B € e V 8P R C F VT B e V H …T X R e z S ‘ 8T … B U RT V făt`dDDăle$qăDDăggÂG`9ÔDftqfGÔDg9Gj TARZAN ALGORITHM EXPERIMENTAL EVALUATION w B @ V @ XT faăƯsG9De P C R CT X B F V R B € C û e C e XT X F V R V F VT B C e V RT E H C b S R V bT ăg#G`DfÂƯăƯD#B(DfDyG`GăƯăa$iD$D1ƯG9i#Ôo9$sGpH r eT B C UF V e B 8P S † w w ø V H H · P C X € RTF z p € e S R (DcD$$iă9Dsflf(s wgpf37$3(Gijo(`X 9Dj9$V ị ứ V H H à X € ‘ ‚ ºu ñ F e R 8T b p 8 e € @ H C b C w B V RTF B Gw7gpÔ3u`(qaxpố cDÔGÔpfƯD9p$Ôw5 19GGDfa@ r X E SF C ‘  eT z 8F @ H C b HT e e ™ ø B UT Ô R X V S e R (`qaii9$7f!cfG9p$ÔqpGD9D#sD($isiGT $YDÔpH rfG9pGaui9$7 (DcD$#Gă{(Df4xpố D(9p$ÔtDe 8F @ HT E SF € C H eT B C UF V e P – w ‚ ºu ñ e € @ H C b C R € V e HT e e R C X S R @ S  eT z 8F @ H C b HT e w ứ B ÔÂ$tjpGDj(Dh#wƯÔaÔd!cfG9p#ffpiDj(7wYD( r$GsGg9tDfÂ`jGể9DcD$$iăh(G``ÔÔD(fD(W97jxpố UT Ô RT S b e € X XT H eT B C UF V U RT X X b C B @ B @ w ‚ ºu ñ S R V ‚ Ư$jxu è ậ Ôf9ÔD`ÔÔ3$fa(gÔÂDf`9$A(DpÔÔ74faE X b R 8BB € b b C P C B E H € R S …B 8X E C 6e R 8 ‘e 8 b R B T S e E C e ‚ ºu XT B @ B € X e e X ‘ ™ FF V RT Ô(ÔDf(g9DhavDix9 `GD(D`|9Dpf`|qwciăƯGsÔ C H ! "G w e V HT e X $DăgGDÔ8 8(DjD((p#ÔgDj 6e 8e @ H C b Ce H C BP XF C E H  X P C  eTFT E V E C B @ $DlsG#aY9De ăg!cGG9ăƯ#DY9De X € ‘ ™ X e R H BT € x B e e 8 H e C R X C S bT C b 8F ET X X C `(f7ÔDfpÔDc9Dj9DwÔpq$9qÔifi$9tYi(G``#a@ B P w e R 8T b p € X RT B V R CT e V e b @ z 8 e P C B C e V HT e X `fÂfÔGÔo(`9GgD1õ$GDătfÔafd9DA$păDăgGDÔ8 e e @ H C b C e R CT e V H B CP RT e B … R ‘ X B S B C B C (DWD9p$ÔdD#GD1gD$hGi(DfÂf9Ô(sDf(tăYf7GF  ÔG`pfaăƯ(iăg(De9$V | { T X e E V @F V e S R C  w B 8X € 6e  †f`(f9DpE S RT H V z S R V S R B € e B E R V b ‚ ‚ ºu P C €F V … e €F C X E 9Gp$(f|9$9DDfDia$ÔA`jx( ă9Gă#iD(G#`($V e E S R Q S X Vu SF C X B e S R Q S B X € RT V e B b V U R (Dg(ƯfY$'ei#9`fD(D|99f(Y`9vG$t`Ôh9GT r S 8 b z X U RT e V B U RT XT B @ B € X … V 6 bT ‘ X U RT B e X E X X C ÔÔÔf$9GDăto(G`iDD(`fÂ9|G9ss#(GD`99`Y`$975 wÔ9GpDfDfăb z it99#l|9GD`9(`t$ÔAăd`GDD(`X S RT H B e S R V RT S R € CP U RT B e X E € X b V P C XT B @ B € e ™ S XTF @ H C b b V R 8 E X V XT e B eP r (Dy9`GG9p$ÔÔ$ÔÔapăƯoG(DpfDlsõw è ÔD`v(`X 8Be z p € S e V e C R R V e X e b € B e X R C b bT ‘ H eT B C UF V Œ Œ d ‰ k Ơ d ÔDăt$(9ă(DqDf9D`(#ÔgtG9sĩ(DGDă#G$Aâ#@77ê e C e S X X V @ B V X U RT B e X e R V eF € X B C ‘ e w eT B VF R V B (DYDg``$9D1w#(iD`7ătc9`ÔDY74A97Ư!cDăi9ăt$U S BT X S e C e V e V S e U RT …T e B b XT S  E X RT U E H eT B C ÔDG`f(g9DdDdtă(p9D|9GÔGDfD`ii(i$Ôaủ9DcDă#U rc$o(7Y3$GDătÔ`ÔDÔDgƯ${#GDfăt`fDDălW(Ds#D`e F V w R CT e V e R X B @ B S R V R CT e b V B e z 8 B € e V 8P e F C B r R C b bT ‘ X B e H V B V @ 8 B e e S R V ™ o S RT H V z 8 E C ($Ôoti(ssDfDfpătăƯwfD(Dq(DWƯăr9Gpă9waDe X V E V e V S e ™ p X V E V e V S b R B 8P B e B V X e @ RT `$9$t19i9DƯiu`$9$tă(pÔ(ÔDfhDY(DiD1jD((9GW975  E A3 ) &    &   &   Ö A “ Œ &  ” ƠĂ1ĂâohuBƯõâƯl3 D ) A  D  “ “ Œ   &   ~ ) ă   A &  ) BhFfhBs9#ĂĂph C{ WƯCĂ9#CĂ1ĂhBỡĂg#Đc ă & 03 & ÂCĂY 9BC#gĂjl  uĂƯlBlơă@Ă9ơĂ & ” “ 3 D ) A “ D     Œ c  &  h | { 1l(###9Â927gĂ#ghƠâF6 lB97$ "   ) ă  $ & c )  “3   § " 3 Ž Œ XC C E C ¢ W Y A ‚ ºu “‘  “  “  &  Ö ù ” ‚ ºu ” c x9 ns•lT‰¡j–©x9 ‡C H C BP ‚ ºu  ‚     #D”yjx( adl(â1 è | ầ ữ iC } z …sl3  œ › ’ º   Þ – ~ { (” z (TÞ pr#c • ” “ ’ ‘  ) ‚ z “ y o`7#52ª ’ Ì l3 u Œ Œ d ‰ k ‡ ¥ d ‡   ‚  “ | { '}‡C©Œ Cj TCd#©H'²’ y l3 “ pu Œ df ‡ d d Žf d f j d ‡ ‰ Œf ™   Đ{ ọxW7H7â C#j TCd#âH' z l3 d f j d ‡ ‰ Œf ™   | “ ou Œ df ‡ d d Žf ‚ ệ  B2ă7 ~ { h7  •h7™ | { •h  “  “  “ ™ o      •  ™ p      • u h ˆ Rl(dÔ {vâ(Wrl(dÔ vĂvt5T5Y Ơ A )  I V z hĂ3C2ƯgdBse3h(âÔĂ  43 Œ “ Œ   A “  ” “     &   “ Œ ” Ôsh2Ư9 y lT`Ôõ#(1d1o2ỡ1âõâlT7s0   “   c   Œ c )       &  ” “  Œ G • ) A  “ Œ  Ž )    )   &  c ) “ )  Œ   ) &  ) ỡal#Ôs9r1#ĂhĂ7#aCĂ(Ôpỡọ3Ă#Đc &   ) ”3 Œ ” “    )     &  c )  “3   § " ÿ ƯĂl(#2l#tlĂ($@9Bd1BĂs#ỡhCĂF'5ỡlB97$ C ÂD EF C   ăâ1 è S C R e RT u R9j(DhGqjx( 1#âÔ  )  ‚ ºu ñ • ‚ º jxoè Bjxu Ì Ë Yjx9 l3 ’ ‚ ºu   ò ç ‚ 1Þ – ‰9” z ru Yxpè ”3 È • ” ’ ‚ ºu ñ   Ù Ø Ăì | H Ôl7 ũ ỗ ầ h | C5ẳÔ ẳÔ %xu ậ ~ `Ô ầ # ũ u ủ Yxpố 3 ỗ 5ẳÔ ẳ Ô x ậ | ẳÔ u ầ # & X e XT z ©qD˜Gf8 { ƒ(`iC b €X c 8 B e z p € X e U RT X ÔD`go(`f(Dũ 9G`9 ỗ w ự ặ 5ẳÔ ẳÔ %xu ậ | `Ô ầ  e V 6e b X ị ẩ ăƯD(`f { %WÔ#D1if9DB I ị e X U B VF e A  Ôl7 xu ậ u ủ Yxgố l3 & Ăj isDÔÔC sC RT X B € b b º c ” ẩ áu ' énẳaxq Rl3 )Aá%8SC9Rg6t$ÔAăh('ăDDfÂt`wD9'D#ÔD(hGT è b V B CP ™F VXB … V Be eXB Qr 6e S V 8B E R   l¡l‚ ‚ Ì fjxu Ë dPii5h u ‚ º d j ˆ j k h ‚ u ‚ º fjxu Ë dPii5h d j ˆ j k h Þ – ‰9” y ” È • ’ £ l3   Þ – ‰9” z ” È • ‚ z •j Ÿgg5# ’ Ì l3 u d d ‡ †f e e Š   ‚ y •j Ÿgg5# ’ u d d ‡ f e e l3 z h(âÔ( y lT`Ô'oâ72@77ê 1â   “   u Œ Œ d ‰ k ‡ ¥ d ‡    B ! ' % ! ! "¢4 ! ! !'A¢  "@ % ! "9¢9¢ ¢ 88 '  ¢ 557 ¢4 !4 ¡ #  ¡ X r w F V H C R V e S R Q C e S 8FT VP C XF V b V C B @ @ V r ¢ AƯ$ Găg#($A9DƯ9fDGG$hW`G$t$#D(9ăẽ(sA975 w#ƯDc9$$g9ăƯăqpDăiă`G$h9$tÂÔ`wÔ((D(y7c$V S eT R U V H F V € x P C X H B VF V XF VP F V B … X b € S C B @ X  V ‘F eT e € E ™ F V H C R V e e b e S ST S eT X R € B H C X R } w e R cY((sc$g$9$g(DYfÔDfvi(icW(9Dop$`vhf9R r C @ H C b bT e X V b C e X V X V S C e H XT e ™ X b V C B @ @ V B e $ap$ÔYGD$ƯtDoq$9d9DpqG(D9ÔÔ(ăÂD(($Af(D$C C e e €TF R v w X H B VF V XF VP H C X S b € S C B e RT eT S R q!g(DhÂGG96ÔpDăiă`G$hgp#`Ô9D`icõ9$V F V H C R V e S R Q C e 8F E V R € X V ‘ b V C B @ @ c$g$9$(DõƯƯvDG9ăƯ9d$7ẽt$#D(($V |`975   w X 8T B X HT e RT X R B e e V @ U RT XT B ÔÔGDf`jpGDhGw9DD`ăƯ9G`GD(@ r B X S R Q C e 8F E V XT h ˆ  ‡ ˆ e V e b R ST … F V € XT … U R C B e `(`ƯƯiDYG($Ai5T5p 1ƯDjÔ(Ô(iÔ$9`ip(#D`X e R X B @ X eF € X B X w F …T e b @ X B ‚  V S R C  eT Ô`ÔDyDc9`fDs`f975 cÔÂGDffa`ÔDƯ9Ô99#hqc9ệhu ò ị V  S R V ‚ n  V ˜ ã R 8 € m ™ U V S R RT U RT R C Ôgõ9$iÂjoX 3ÔÔ( i(ă9(9G#(i(#f u w ứ FT B @ ˆwGDAr  V S X R S † U RT RT V e R C b X € 8 ‘ e S R Ô9DÔ((W(G9G$t#f7ÔÔ7q9DoƯăV S R (Ư$V ữ B #wfaE r H b ˜ e C E U RT R R V @ X € 8 ‘ e ™ H C e e C E C e @ C oÔÔfjeD$a(G99ăƯ`tÔf7g9Dg#D`$a{Dt#De $DlP H CB ăi9ÔGD`1Ư4ƯÔ(9$iDf(Df7(DiGT (ii$9($Ư$GDăƯiG$te B VF bT e B V @ R – w X S R VF B e £ e R X  V STF C F V R CT e V R RT V r($Ôsă9D7fÔ7(DD9#a`ÔD`ăÔsă9D7ÔÔ(Ô9`jfD(De R C b e V 6e X € 8 ‘ 6e Ce S R C @X 8BB C b e V 6e X b R € x 8X 8B S RB €e 8B h ˆ  ‡ ˆ B … ‘ C ™ X € 8 ‘ €B C ‘ F V HB C E Ce B V Ô9D(DDW5T5p f#Ô79ăÔÔÔqD$7ă$gDă9R awD31a@ r @ V e V 6e X b R € x 8X S RB e (ăo1ƯDYÔÔ9f9`v(D(DfDB |`vƯăÔD`'q(seDăq  – S R V 8Ber r ¢ 6e C „ w X €F V … e €F C X E V S @ V B U V ÔÔ9G$$YD(G#`($d9($t$ÂƯ6 b R e XT X R C b S R V eT B VF b B C Ô w €F V … e €F C X E V e U R q{f(ÔDG`9$Ô9${!cD1fY$9o#9G$$oDi$`9ăo9D9GT I Uxw Uxw U’ Uxw 9xw I  w ˜ B UT sD#GsÔ RT R C X B V X eF € X B wFF 8P XT B @ B € X P C X €F V … e X U B V G|s9`WDăDc9`ÔDf97AvGÔhY`GD(D`yăAf9G$$jÔ$DăiF 8 B e e bT ‘ RT ‚  V S R C  U RT R RT U Eu € 8 ‘ BT e R 8 ÔDDA(Ddti(sdGq9Ô9Ư$hp(i(9G#favfÔ7DcDÔA9De C X X b V C B @ @ V 8 B e e P C b V B C Ô w H eT B C UF 9`7if9t$ÂD9ăhÔDDp9Dq$tt$$9g9DcD$$G$V b V E S R € CP X b R € x X U RT XT B @ B € X e X C H 8 B e e C t$ÔoƯ(#lÔf9Ô(Ô`f9G`GD(D(`y#pwfD(Dw9D9`X e X € û FFT ‘ ‘ e X V e V S e P C …T X e P C X € V b w 9!GGso7Wf`$t19p(Dw$gÔG`o9Dwăg`9$ÔÔq(b  T X P C e E V @F V R V S R V ™ ‚ X e RT C @ V e V S ÔG`q$ifa$99G$eăvƯătDi$a$t19Ăị | { “D($9|— u XB € C C e e R 8F V …T € x 8 …T X ‘ C S RT ‘ V eT ‘ ™ h DgÔG$$G9ÔG`y(9GsẽDGsws5T5p DGsg1 eT B V 8 e P C B S RT V H B e S X X b C B @ † w X  V STF C F V R CT e V (Dw$if(9iăgÔDo9Dv``fÔD(gvhÔ(Ô(G$97ăƯ#GD1ƯR P C ST C S XT S CT B @ HT e XT w V e V S b R B 8P B X ăei$ÂÔ(oieGDfapiDoG(7et19|Ô(ÔDflfD$V ứ $ bB V   V S R € ¢ C tDăgtÔ9Ư(De B V R V e`ă9$ Ô(Ư#h #Dlv†`(gv†  V S R C H C BP S 8X € I q Uxw ˆ ‰ ‘! w S E B € e XT •†aDD˜G(S XT ™ S R € 8 ‘ e V  F …T e VF B V  E S ‘ CFF CP ™ X € V @ V S 8 GƯfÂÔÔq7ăƯcÔ#iD1iÔDWhqiG$hÔ$agÔ9Ôf7 Q P C R B e e V @ F V H B C R e X € e S R ™ X  V STF C F V R CT e V #Ưw$DfD`ă9yăgD$99Df9D9$V ÔÔ9iG#(qăƯ#GD1ƯR B ‘ X  V S B C H B C R C bT ‘ R C X € 8 ‘ F V B … X B V B DfqyÔ9qD$pwăA(#gti(sp#7ÔÔqƯ$tf#Ô`AD1D9De ăi9ÔGD`1Ư!Ô9$iăg#($gă9G`GD(D`haDeiăDhaE B VF bT e B V @ R – w X € CF V H C R V B C U RT XT B @ B € X E C e ST V X F …T e b û E C SF € C b e V e X R CT U B X RT V e R C b C XF V eT ™ ÷ B € UT GfÂGDfÔd#i9#fsăƯDw(#G#ÔDw(iăt#Ôo`Găc(YD#GsÔ RT R C X X V ™  eT B VF € U B e V B X RT V e R C b eT U € C eF V e V e X Gos(`ă4GD1i9#fDy1D$U 9Găt$Ôco#(#9DcăăƯDƯGT e X V e V S XT e P C B € e V 8P bT R w X e RT C @ w — ™ ÷ ø X RT V e R C f`$t19sG9D3$fDDălÔG9j(7yÔDG$aoPTw Âs9Găt$Ôb X e S R V ™ X U V B … V e € RT H ÷ Þ B … C S 8F @ H V X XT V e V S (DgƯăaÔÔ$$tfÂD(Gpi1ff#ăG9păDwiită9j975 w'Âứ oÂ#Ôị $yăwDcDÔs9Dy$h!cGif$vptDă`fDDjjV ữ ự ò ò P C B V  BT e R 8 e B CP  eTFT b VP b B V X B b e € B$ldƯăgÔ(f7aY9Dq9G$t$ÔqăƯDAf`$t19gf(i`9$Ôb CP S R V H S B ‘ C @ e X RT V e R C b e V e e X V e V S V B ST X R C 8qkÔG(#D(AG9D`ÔD9$d3j##iDÔd9`WahÔgADG(`ÔDB H 8F E C B @ XT e X X B S S V C w …T e b û E € X E  V H X eF € X 8 e b RT X ™ U R 8FF V b B e V B U V XT V e V S F V B R C X R B e e V (DÔ(G`q#$9ÔGG$9ofDăDă|pGt19săDt#W9DfD`1Ư@ U RT XT B @ B € X S R Q C e X H eT B C UF V e P C  eTFT E V e U RT e X (i`GDD(`|Ư9dDjp9DcDă#G$9Dqă!cGi($9Dd(GDÔ5 w V @ V X V X C a$Ôaq$qs9`X F V H C R V e B CP R CT e V e b @ z ‘ CF e C X ™ R ‘ C S ST X @ c$g#($h9Dg$l$iD1tfÔafkGh9D{`73sg(i`(9 h 5T5p $lqDc(`ÔDj9DdÔa9GƯR7wÔ((9tÔDqf9Dăf9De B CP X eF X B e S @ @T  ‘ X € xT R b e B e C 6 eT ‘  b R e XT X R C b B CP e V e e C £ w F V H C R V e P C R CT e V B DcsWf9fDi`(#Ôy$lƯă9D7D$c$g#($w(Da$i#GDăt(S e B CP € V @ U R C B e X V X ‘ C X h ˆ  ‡ ˆ X € xT R b e B e (Diăh{ăa|9$D`gos9`e5T5p f9i99tÔDYf(D$C e C e e X V B e R C b R – w XF … 8F B e C e V R 8 X B V X eF € X B B VFT HT (DqDsăt`#ÔY!sÔifÂÔGƯf(D$s1fÔ`7DăsDG(`ÔDs1GpG`X B C ‚– ˆ Š XFT V e S B CP B @ V @ F V RT UT B C 8 Xu n — F … 8F m e fÂf79l1#ứ GG$tfw$lya$ƯaăƯG#GDăqf`v$2Ô#ÔG!iăV X eF X B e X ‘ C X … C E V bT @ V B U e ™ X 8F V b X e R B T S e Dc9`ÔDY9Ds(`Â1a$G99ăt$W9DÔÔG$`ÔDf(jăV e XT z e UT H X R B e e V @ U RT XT B @ B € X ™ X B C e € V e E S e C Gfp#Gpo(DfD`ă99G`GD(D`wÔD$(D(ăg9DeDă9R I D I ‡ r € V e e € C eT ‘ B @ V BT e RT XT B @ B € X P C F … 8F e …TF V XT $tƯ#9DcsƯfaăƯ@ cÔ(DiGw`GD(D(`Ư$ÔÂÔG7(D7ÔGG$Ư`G e E €F V … e €F C X E V R V X V XT B @ B € X R Q S X B C e V 9#9Gă#oDG#`9ăăf$o`iDD(`W99f(fDă9D$p(75 I I ƒ w h ˆ  ‡ ˆ B CP — Ư5(@p $l  ÔG`ƯăAa$Ư(G$V T X P C e E V @F R V S R V ™  – S R V h ˆ  ‡ B CP ăpƯă{|`pƯăh5T5p $ljị | { D$9fi3$u1ƯGs e U R 8F P C ‘ C S RT B € e V 8P V S X € † w — B € UT ¤ RT R ‘ C X B V X eF X B DDăld`(ovpơD($isvi{s9`pDăWDc9`fDo975 w R CT e V B ST X R C b B S R € X b V C B @ @ V 8 B e FF V S B V @ H C b 3#GD1tf(i`9$Ô7(Ư(7Ô(ăÂD(($AÔD(DƯGăÔDăƯp$Ôqv w#9$să$D9G7Ô#17A(i`q`$(`74yăƯwÔGDf`qpGD7ÔDe R C P C S V e X RT X … V ‘ RT X e B C X C ‘ e X V X 8T B X HT e e X 8 e P C R CT e b X E € X FF V H X e V e ™ X S B C ‘ B e C R – w X e RT C @ (Dă$GDfÔ`9(`wG$g`o1ƯDÔ(tă7of(D$e!vÔDG$a$V r`ă(S e V ˆ ø — S R #¢!9$V w w — e R 8 ‘ e E R CT U B e RT X 8T B P(DÔf7!a$i$ÔDg9DtGoÔGDf`X HT e P C S CT B @ e U RT …F V  E F V H C R F VT b QT e B V R pGDf9De ăgiDaW(Do9GG$Ưhhc$g$9ăV $iÔƯcD`1$V S e B X RT C XF V ‘ B … ‘ C ™ e X b R B 8P B e X V X B e H V ÔD`f`9G`iăqf#Ô79Ưf`Ô(ÔDflfDf9DAăjDfDp$tB ră9Yp$DY9Dp9G`(f`ătă(fÔDci(9|Ô(Djvs(#GF V @ H V X e U RT X € e X V e V S e X e V eFT € E R e † w ‚ U R C X e RT C @ V e V S ˆ ø XT … V ‘ RT X e 8F @ H C b b V 8u XT C R R VT DG#a$t19eÂhiÂw9G`DfG9p$Ôẽăvõ`G$9ẽ$i`X r9ăjFp$`d(i9$9$DG$a$tă(hT{DGsYÂwW9G`X X V H C X U RT S S V S R V X e RT C @ V e V S w w ‰ eT ‘ … V ‘ RT V U RT e V B b  E e X V e V S b R B 8P B V S e b € B e X R C b † w b W(iD1DfW7f`ătă(Af9ÔDflfDjoDf(D`9$ÔwvsatÔ9tb eTF V B V X V e R HT B @ z 8F @ HT X  B … V eT RT U E !cG$DhăfpiDa(gG9pG``fÂvệDcsõG#fa|v Uxw Uxw I  w y z ăfÔG`f9DdGAă(GisGT P C …T X e RT B V RTF X h ˆ  ‡ ˆ P C  eT z 8F @ H C b HT e e e V e S e C R  S V BF V V 5T5p $Y!cfG9p$Ô7pGDq(D1ƯDYD$(#Dc$7ÂƯ6 B ‘ C w e R 8T b p XT X S C e H F V …T B e P C R CT e V e R qwfÂÔq1A ÔGÔpfsG7((Dfp$$GD9Dsăd$GDătÔpH r 8F @ HT B B € C e V e 8 e R V B V € U e C R R V b ‘ b RT X ™ H eT B C UF fG9pGÔDw#s1ƯDjÔD$t1Ư$s$9($fqjÔ9G`(g9DcD$$G$V 43 ) “ Œ  & C2{ƒ9‰¡ c ) “ )  Œ   A  &   )c ƒ Œ ” “ )    Œ D ) & ă  #6aHĂ91B!Ăg#Đ12 a9âÔo7Ăẽ9Â927$ V 43 ) &      A )  3 Ž Œ “  ) 3 Œ  & )  #C2{9Ăp#Ôeâlp(seâh2phT2Ư9B0 G  $ G h $ & $ 7|ăên@uỡru p{#7l#Ôh24{aâệ7$BBA V  Œc  • )  A   G )   “ A “ Œ „ 43 Œ • ) “ Œ  &  A 29©ƒhðB9o#C2{ƒ9›3¡IB“ I ©Ýl¥24c )  A 3 Œ • &   ) Ưâl(## G3 ) A 43 ) H2aCâ#ÔeC#Ư y  & $ áfrr V A  ‚3 Œ &  Œ WaC#r¦WD  Œ Ž Œ  ”  &  Ž A   ) A  ) 2s|d1#pâ|@7fƯẹ hYu #i ¦i ‘ ÿ A “ Œ  & ¡ i„adi1h¡Ư©“2b5C( †3¡~r$ “   D   Ž  ‚ Œ D  “   &  c ) A )   &  “  & V#(3@Ôhh#1âu3Ă{9{ădÔ{a12{aÔuĂ  X ” “ “ Œ    &   Œ      • Œ  Œ  • Œ   & &  D A   Œ    Œ D  Œ &   ‚ Œ D  “ ĂlFẫÔ919i19ĂadilĂ âh#ĩull  )  BH#{@Ư#ẫƠĂĂâIểlBh#faTgl(dÔIvĂ U 43 Œ • ) “ Œ Q 8   &  “  Œ ” “ “ Œ  “ )       • “  V  ‚ Œ D   iadW3hĂ âl CâƠĂuq@f96hBl#1â  ) 43 & ”3  Œ „ Œ  Œ A ” “   & $ r! YĂ9Ô{aÔ Ăía1sĂl(##l2ểaHĂ#Ô V ƒ  Œ   • Œ  &  “ )  • &   ) ”3 Œ “ )   G  A 43 Œ • ) “ Œ    &  c ) “ )   Œ • ) gbC#{aƯ1âh#éaâh(2Ê8 "  1l    f 4) f ( ăf a s fsrV f # fUxw  Y w t t )€D y UxgvuY Y q E  A “  ƒ   D    X 43  ‚  Œ3   A D ) s(ƯWỡflB51CaCâ9l1f@iC3 G3 )c  Œ A ƒ   D  H§%ˆ3d57W1a‚ I Ăg#) T2t22 6a9âÔ & c & Œ   )c ƒ Œ ” “ )   Œ c ) “     Œ ” “  Œ    & ) Y#6$dÔf9s3hĂ9 d1!ĂtÔ9 TÔ9Ô936B9{ V   Œ  Œ A A “ Œ G  A   D )  &  c )  ƒ   D    & guWuĂ72%3iă@ĂiÔă I rR5 1l & $ "    ” † V D … # C B A b B V X e ™ X b R € x X CT E P C XT X F V R V e P C e z e R C b e R tDă`9DăÔÔÔ(Ô9`$G9ƯăƯG`(căƯ$y9D($ƯfD$Ôy(Df! w– Š X R C U RT XT B @ B € X R € R V e 8F ET X X B @ H C '1ù YÔ9$o9G`GD(D`9(h$9DjG9G``ÔD(p$Ôb X X 8F E SF C X X R B e e V @ U RT XT B @ B € X e V e V ST e C e b `ÔGjadi(#9`w(DfD`ă9(i`GDD(`să9DWij9DWDAÔ((S rfDĩÔ(Ds$găgƯÔDÔ#$9`hfÔajÂƯífi(#DqG(DiDe B H e P C  R V H û S e X U U € X R 8 E … V H 8F E C B @ XT e C X b V C B @ @ V X CT B V Ô9t$#D(($g9$GDăy Ô9$9GD$ÔGGăG`9GD`i|D1t19S w X C RT e R C b FF V bT X RT B e RT B V V e V X 8T B X HT e X V B ‘ ™ ‚ X R CT e b V X R V B ÔGDf`pGDjăDf9s3t9$iD$D9ăt`e sY$ÔƯ$gp$Ôb  r B C X S R V H H C zT R v ™ 8F @ H V z B CPu X eT R € bT H C e V B V  e ™ S e VF B B C b c9Ad#G9p$(fsăhhjDc(9Gp$DăfD1gf9DÔDăiÔD`$faE V H V e V S e 8FT ‘ ™ R CT eT S S V R w € X X e R V e B C @ HT R V e C Ôgtă(s9D7GG9sÂ#GDc((#o4 #9``GT $t`ăapGo$ă9R XT X e X V e V S U B VF C e  eTFT E VF V b X FF V bT @  e S R V ™ XF V B e R GpDf`$t19|$DăiDe!cGG9ăă`ciăG9!v9$wÔGă#DfDGT B V B eT E B V e V X …T B B V eT ™ e B b XT S  S V BF V XT V e V S e e V `ăt`c9D1j1qÔÂGD`ăcƯ#DfD`i|#Dc$qGotă(f9Ds1ƯDe RT B @ V @ XT e RT S X X € b XT S € X V e e H C BP X B T S H 8F E C B GsfaăƯ7G(DdGd``(Ô`G(`$tq9DI$Dl7Df(ĩÔG9$D(@ XG9DfÂf7 'ă$ứ ĩ#G`9D`GẽD$74f9o$fD#Ô9De T 6e B C w– ß Š R CT X € B e RT € B C ‘ e R P C e z e R C b RT FF VT b @ X ™ R CT e R e e V e X C H e S …T b B X V X RT V H C GGGăfÔa`Ô33#GDÔD`1W#po(DÂGÔfÔDj$9f9G$g$(S e B b XT S RT X R B e e V @ U RT XT B @ B € X U RT e b e S P DfDf`GpG(DfD`ă9j9G`GD(D`f9GDfÔD($C fi(#Dw975 H 8F E C B @  % w– ‰ Þ 1†cŠ n X B 8TF e € } m S R V ™– — Þ ™ Š n U R V ü F V B C @ H ™– w n X e R VT `DfGGD(Ưă'$â9( pÔ#($9qa$tăapÔ!m 1T o`D$i… r ˜ m ™– ù ™ ˆ Š n X XT B @ B € ¢ m n X eF V Ô m ị ị ự n X 8T fj4d'jÂứ ẽ`Ô`GD(D`'ă$ứ `Dc($Ư!d'#WÂứ ệ`ÔGGF răg$9A!#ò Y`ÔGDGfÂ1!'$9# iDăG9Ôq@$t`faqm V H C R r m ™– ÷ ™ Š n X 8T eF … C £ m ™– — ˆ ™ Š n B CT … V „ e R V B B E r Pă#GDffDf(q9DƯ$ADiD`flfDYc`9#GD1#7D1V `$tWÔDăiÔDB C R CT e b e S e X V C e S B B 8P B F X € CT B V … B X € X V e S e VF F X CF b S R V ™ H 8F E C B @ w  eT R € H H C b U RT RT H V e V S Gf`#GÔgƯăgÔG9$D(W977!c9(p#fo9G9Gpptă(W9De E € B C ‘ e R b B B C H e C e R CT eT S S V RT ™ X bT e XT e V e X S R {Dă7YÔÔÔDoDăpp9DhD{#GDc(9$tGÔÔGDiD1t{9$V H C R C B e X V ™ X bT X  @ ™  U CF CT E RT X B b B V X B P C R CT e R e e i$9$D`$ƯÔfi`9s$#G$i(vGYDf9tDă`fDw$$GDfD`ăV e S e b V B e e V U R CF X V 6 bT ‘ ™ b B V X B …T e b V P C V B V R (DgD$t``ă9$iq$ƯdG(sD1`ÔDqÂGDf$s$iÔDăd$V R 8 E X V V e V S RT X R B e e V @ U RT XT B @ B € X U RT S R Q P C X V e fÔayăƯftă(gGy(DfD`ă9f9G`GD(D(`f(G(Ư9$`ătw975 RELATED WORK I g w V e V S B C H X 8 X eT X V  eT T e b 8F tă(fD$psÔÔ`qcs$h!cGDfÔGÔ`X X eT … C B @ HT 8F E V XT h ˆ  ‡ ˆ e V e e X U U € X F U R C B e X X eF Dci#ăDpGoG9$ji{@(5Y 1ƯDfÔ$#(`G$9$D`jDc9`X r B X w U RT XT B @ B € X X X 8F S R V X X 8F E C e fDi`f97W((G`iDD(`f`ÔG|Ưăf`ÔGaDỳ ÊG(DfDe o RT X R B r e V @ e X S R Q h ˆ  ‡ ˆ ™ b R 8T B @ z 8 B C H eT ‘ ™ B C `ă9j9Dw(9Ưg5T5p #Ô(ÔGDfaffD$p|DcsfÂÔq w V e V S F V tă(iăw $(9$tiDăpDcsÔD$Dl#ÔÔ9sfÔaf8 H C S R V B B C H eT ‘ S e R C BP R C b R ‘ e b @ z C e e V ‘ P C F S C H U € C R F V B R U V SFT € E C e V e V S U R Dp1ƯsA$wÔpõ#(#(Ôs$tf(Ô#iG9(Dt19{9GT r RT V B e U € C R R 8 X e C R X V h ˆ  ‡ ˆ X € V b E F @ HT X B V (G$t`o$9$9ÔpÔf`qă9qăƯg5T5Y `($Ôac9pG`sDătB F U RT XT B @ B € B V @ @ G$9G`GD(D`X ăa($V o RT X R B e e V @ e X S B C uGƯ(DfD`ă979DƯ(tă7 f(D$W! B 6e C R w UT eT € x XT ” ‚ ºu ” P C X €F V … U V B … V e ™ V e V S U RT RT V B 3$i(ADc(7i$âjx9 ặ$7f9G$$A$$tf#1A9Dtă9W(i(G$t`e 8F e eTF eT ‘ e V e e C w ự B UT Ô RT R ‘ C X B V X eF X B GD`cigDcsq1ƯDsD$AÊ fD#GsGds9`qDă7DG(`ÔDs975 I –• —) I  – C —• w — …’  8ÔG`Wfa$99G$v$9$gk | { D$9fi(9isoDDăldV T X e E V @F V R V S R V ˆ Þ e U R 8F ‘ C S RT ‘ B € e V 8P S X € † w ˜ ø ™ ÷ ˜ C e ‰ ˆ Þ e U R 8F X e X V e V S b R B 8P B U B V Ô`9Yvjăữ ÂDp$1vDă9ÔGjD`$tă(f9ÔDflfDi$DăiF e f ) I U RT X V B b RT eT ‘ h ˆ (i`ăDf(iẽDcsệ@(5Y DÔD|~$`iDD(`W$ÔÂÔGF S e X e † w XT B @ B € X P C F … e R V e X R C b V … V FFT ‘ X € e S R V ™ b R 8T B @ z H C BP R B V $t(#ÔvÂ9jGisp(DƯ$A#f9ÔGDfafd#DuDăGF e C R X C S 8 B er r ¢ S R V ™ ‚ ù R CT e b ¢ 8 Xu X e X V e V S F V $(oÔhÔD`'s(seƯă7$u$iDÔgÔ`vgDf`ătă9eGăw H C S R V B U B VF  B V B eT E B V B CP S R Q S e C R X $(Ưăto#D1`1t`G(Dăi$lÔ9Ư(W$(YiT |oÔpGT  – w e R H r B @ z XT e RT 8 B er r  S R `fafqG9DhGYÔD`'qsgƯăV |jf`(#Ôqă9ƯGGsjv   B ST X R C b e C R FFT ‘ – —• w B V @ @ V SF C 1a9ăhi9$9`X o F V H C iăwI$(S r R V B P C R CT e b X B VF € bT e B V @ B € C U RT XT B @ B € X X X 8F e V e V (ăts$e#GDfÔ`ăi9fiD`1Ưi($(G`iDD(`i`ÔG(DƯt19S F V H C S R V B U RT 8 X X V H eT B C UF V B € C b R 8T B @ z 8 B C G$wI$(9$t(ifÔ`w$9k(DcD$#Găq(#Ô9ÔGDfafD$pH e XT e XT R CT eT € e RT e ™ e V e X B C w S B e R C b R X V (DsÔG9DYGv#GDc9DGo9DƯ$DătÔDh3hDfD9$Ô9fiăw V e V S B VFT HT X e V e F €TF B C H XT eT b RT X ™ X V B b S SF C t19s1iipG`yă9DocÔÂGGADăp7G7cAf9G`#`$DÔ(gi9$9`X V e V S e X e e P C XT B @ B € X P C B € X V H FF V B C e V e V t19ÔD9Djăg`GD(D`j$hD(`$ÔpqGătfÂ1h(D7t19S U RT RT V B e e P C …T X e X V B b RT ‘ X V B C wFF V H (G9G$t`(D7$pfi`9Do`$ÔDf9Gp7făWfÂÔq1ApvG$g`X B … B V X V E V e V S U RT RT V B e e B C X e R e XT z X R B e e V @ B V `fÂqDăs`$9$t19f(i(G$t`Ư`$(`q(DiGT G(Ư9DfD`1ƯăiF rT HT X e V e b R V b e b RT X ™ U RT XT B @ B € X S R € CP E SF C cpG`fă9DÔ9ăƯt(DÔ9G`3((i`GDD(`Ư9$hWa{i9$7 V e V S e X e e e V e e b @ z SF € C X ‘ ™ e X V e V S F V H C t19ÔDf9Dsă9DAÔafgi9#(`Y7af`ătă9hG$wí$(S r R V B eB C 6X B 6e C R V R C h (ătf`$(`i9D$($#v5T5p G$t`qqg$Dă9ÔGF RT V B e ‘ P– w ‰ ˆ Þ e U R Pă`$tă(hGăwI#ƯătWYaoDể Âf`ătă9qfDid9Q C e X V e V S €F V ‘ H C S R V B V E C e o e X V e V S e X e V z ‘ X C @ @ € ¢ w H eT B C UF V B € C e X e C e  e B @ C B @ XT e eT CF qo`#a9(g(DcD$#Gă#iÔDgD!`fa$D(WG9DWG$G9@ rfăop1cpÔpGD7ăjfai9oDc99(GăD1aÔDB z R V b w ữ ị X HT e P C B E H € R eT R Q RT R V S e V @ R B e e V @  B … 8 X C e e b @ z SF € C X ‘ ™  eT R Q RT C e X C DfD`ă9`fÂÔpÔ`dDffÔafi9#(`p7!c(Ư(GdDYf#U e X V e V S F V ‘ H C S R V B V P C …T X e X V ™ e b VP R – w R B e e V @ 8F f`ătă9YGăw$(9$t7aăqÔG`9DăÂfăvf!33DD`ăƯyG9E rT X X C @  R V RT V e R C b R V b V e V S €F V ‘ H C S R V B ™ R CT eT R Q S c``#ap$dG$t#fdăWt19gG$7$(Ưăt3$iDc(Ưfgy I F s w Þ ˆ ™ ˆ ފ V e V S €F V ‘ H C S R V B R C e R HT B @ z 'faGdtă9dG$7I#(9$th$wÔpGDfaf8 e e b € S R C b FFT ‘ ‘ ™ X eF € X B P C X R CT e V R VF @ z b C 6r e X C (Dd9(9#ÔfGGs|7AÔDG(`ÔDY$d9#GD1Ư$i(((`#a@ …T e b û E € X C e R @ C X  V ‘F V SF € C ‘ € X V e XT e B CP e X V e V ÂGDffd9`qDWÔa$qaE Ôwc$Wi9#qj`$tG(DƯ$hƯ`qt19S F$Dgg9G`(p`9$ÔÔqơÔ(DfD`ă9h(i`GDD(`wăoÔDliahDe V B V U RT X X € V b „ w X R B e e V @ U RT XT B @ B € X P C 8 BP E C S 8 e R V B V € U X V E V e V S V U RT S R Q P C H 8F E C B @ e eT ‘ S b V ÔÔD$tă9#7`ăƯătă9Aq9G(9Ư9ăỏÔG9$D(9DWDGsYÔăvP B V  eT …T e b 8F X ‘ C X C e e R HT B @ z R V U RT R UT X S R D1hq!cGDfÔGÔ`9`DfÔpGDfaft$9G(#G`Ô(v! w X R B e e V @ n U RT XT B @ B X m X CT Ô9DfD`1Ưp#(G`iDD(`4(#GDB r @ X 8F E V B H € R RT  E S HF ‘ B … C E C e e b @ z R V b ((`fG9$tp99GddpGÔ9s`f#ăYapDsfÔafăY7 ÔDf`$t19yÂG``$gsDyG$Ô`qD(pfD`ăy7ăă3Ô(DăÔpD1i$V X e X V e V S …T X X V H C e 8F V b X C e e @ H e e V ‘ X V ™ R e ™ X H B VF XF VP B V b V C B @ @ V B € C  E S U U V  X R B e e V @ P C R CT e b V B `G$hhDăăÂD9$o($t$#$Ư'(DfD`ă9j$#GDfătlP FG$g`htfÂÔwd4cGDffif`WX s5T5p (i`9$ÔgD{f9R F V H X V R … P – w  eT …T e b 8F X ã h ˆ  ‡ ˆ B ST X R C b C e S 8 C XF V ‘ B … ‘ C ™ X R B e e V @ U RT XT B @ B € X S R Q C e h ˆ `G${7dfÂÔq9AÔ9DfD`1Ư9G`GD(D(`u9ƯtD5(@p P C eTFT E V e e V B e X R C H S X e R HT B @ z X € CT … B @ ă!cGi($t(D{D1t`9#pf(gDÔpGDfaf|(#GÔD(975 I ) I y A “ Œ    $G “ h $ ă  ỏBƯh1êrơ@uYW9Â927$ A  “ •     A  Œ „    Œ  Œ A A “ Œ •  A   D )  & @yl$f3Ư|Ô9Ô9ềBƯ{(gdW7YấĂ  D         ) •  & & $ " hfiấhĂh(B9ĂÔaỡỏ1Ăr5 1l    ” ” p IMM C TSA-Tree ” “        3  “     Œ  & A 3hĂh(B9ĂolsădÔÔ(sĂos I 9Â927$ ă  #Bl(d @dõ1#ỡĩĂẫ ÔƯÔ(Ơ2iD   •    ) • &  V     Œ  Œ A ƒ3 Œ • ) A “ Œ ƒ@B¦1  ”  Œ3 ” “  Œ   “ “ ) A  “ Œ   “  & D Ư12lhĂ91hah#1âuF ÊÔ9s9Ô(A o ƒ3 Œ ¥#WD • ) A “ Œ  A B9ă I C#{1ẽhấƯÂ927$ BsĐc 33  ă  A  ) º  “     Œ 33 Œ c ) ” ‚ ºu ” c )  ” Œ   ‚ Œ  & $ " $dÔf9sêƠ2A2iâx9 '#ọƯ(ădad|rri 1l    Tarzan ™ d |R| 0.005 128 256 512 1024 2048 4096 8192 16384 32768 65536 0.01 0.015 0.02 average of |z(w)| 0.025 0.03 0.035 0.04 0.045 random.dat 0.05 ắ (Ôă(Âđrc$â c{ é y â è è è ắ đ ẻ ôé ê Đ ắ â đ đ ưô ả ă ă đ ăô ả Ơ crkăr}"ăg#!Ư9ÔÂ!ÂăÂÔpc4DD4`ÂăDcDfƯễ ắ Ô ắ Ô đ ô â đ x 9qăA#ÔhÂ4ÔƯwắ ăsw#ắ ỉ Âtcc44yÂAAu t ả v ắ ễ ảô à ế ắ ế ắ c!Ây wẫ 94ÔÂcÂ4ÔdăÔ")$P è è ô â à ế ì đ đô  Ê Â Ă } Ơ P r}| c Ơsur }k9Uă}{ "ă~ (scXz y ơâ ô ă đ êâă 4! #tÂ9ÔY!D4fh ắ ỉ ÂÔDÂD `ÂÂhcÔ!!ơ ặ ắ đ â ă đ ằ ă Đ ắ Đ ô â ô đ ă đ đ hccÔÂDÂ#Ôq ắ 4D1 ỉ ắ ầ đ ặ `Ô!!ÂÔgDÂÂD!ă ă ơâă ắ ả âơ ẳ ă đă â đ â ưá ă ă ả ă â đ ă ơô â à â Â4Ư9Ô4Âă l4DÂă7cÔt!v`4ÔGÂÔw4c!Â4Â!Ôư đ ư đ ă4ÔÂư ỉ h#!ÔƯ ắ ÂÔăs #ắ ỉ Âtcc44yÂAA é ắô â đ đ ả ắ ễ ảô à ế ắ ế ăx v w ‘u t 10 REFERENCES w B @ V @ 6e R C Xe R fa$9j9Dh$7DÔpH r H C b F €P 8X € B … B CP X 8 B 8P B X € C H  R C R V e R V e o#fƯ9h`9g`Âf$ljÔÔDflfDs9#p#($W9Dd9$9Dfv ACKNOWLEDGMENTS w € B C ‘ B € e €P RT X € X XT X aD$qD(DhhGqÔ9``Gj`f9De X X B S S V C e S R e RT † w– — ފ U S 8F ‘ C R € S B … C b XT S P C e `ÔD(#gDh9ÔDiWvA'$âc#Gs1(ÔDfÂ1Ô`G(y$h!cT rFT E V R CT e b V e S R V ™ XF V X XT H XT S XF VP S R V X H B VF V XF VP P GG($Ư$GDf$Y(DdƯăÔG$D`Gp`G(i`iăvd9$ApDăi$i`G$hƯ$C X e X C b bT B e H H  X V 8F ET X X C @ e ™ 8F @ H V z B C Ô w XT B V e V D#ÔfGD`fppăoG9G``#aY(DƯ#G9pă9j$(j#`GD1j1ƯDe X R CT e X x r V e H  R V H e U RT X X B S S V e € C eT ‘ ™ X R B e e V (#GDÔ94ătp|$g(Dd(i``fD9$W($9DcsÔ9DfD`1Ư@ U RT XT B @ B € X e U RT S R Q P C X 8T b V bT B e RT e R C F 8F C X S e V B (i`GDD(`j(D9G(9ƯsăÔGÔăGD`if(Dd$gcÔG#`hÔDăt`e r R b R C b … V ‘ X R CT e V eT HTF b V @ X P C X € V b E FF V RT (Ôf9#fgÂƯgq(#GDătcpGG|Ô$9`f$|`($fawciăƯGsÔ w e 8X V e V †f`$t19S bT ‘ R C e X E X € B C ‘ € xT R b e bT ‘ …T B e b V B V b C tG9sệ#dÔadDă7g(i(9tÔDệG9sÔGDfDfătăƯttDe e @ H e e V S R V ™ X B C e @T B b X S B 8T B € C ¤ S R V X e 8F … V X V b pÔD`ă{Ư$ƯÔD$D(GDf`f(ifGD($99$WDfGÔÂwfăvt9`X X xT R b e B e C e V UT e X … RT C e U RT e X B e RT E SF C e Ô((9tÔDWf9DăD1ÂGDÔÂGgDg(iDfDfDipavi(#7YcT B … ‘ C ‡ w X @ CF X F V b CF R C S X V ™ € xT R b e R CT e b V B e z fÂÔqvÔfa#G`w$Gt$eÔ`$ƯE $9i99tÔDv$iD$t`f8 8B e V 8P R D(D1hv(#C ÔDf(i`9$ÔG(#D$qG(D4cÔGi(pG`{ă9Ô S B ST X R C b F R C € B C ‘ XT e  eT bTF @ HT X B C w X e RT V B e X R C b S X V E RT V H C S S R V € b V E S 8P B X ÔDG$t`(#Ôd`$9hG$g$(h9$dăƯÔhw`9 U RT e V B C @ B C b RT P C  eTFT ET X X C @ e e V UT e X … RT C e S R e RT (iD1t$aDăÔ9Gsă!cGi(G``#a(DDă#GDÔÂGiDoƯfDGA7 U V e R V … S V e V B U V X V R CT e R … B e RT B X € e € C eT X R B ##ăt$$(#hăÔD$$õ#GDÔÂDfDGgf`(d#(DGso(DfDe r e V @ U RT XT B @ B € X S R Q C e  eTFT E V ã h ˆ  ‡ ˆ 8 X ‘ U C eF `ă9A(i`GDD(`fƯ9qDf4GGG9ăƯX s@(5Y f`q7f$9#(DcAr I w  eT …T e b 8F X S R V  eT …T eT X R X B UT !ciDÔGÔ`d9$h!ciDc`(Ô`sf9$G96 b H V C eT S R € CP S R V ™ V e V S bT e e R  X S R V F V B e C (wÂ9jDe GWƯ(#hWƯ$Ât19sGDf9Di9$9$DWD$aE R C X H eT B C UF V B e C C ‘ e C e eT S B V @ H C b † w b R 8T B $ip(DcD$#Găof(D$|q!gDYcDă9p#Ôgh#Ô(ÔGDfa@ rfq9#GÔD|ÔÂG#gDÔaf1ƯDe #DgcDăDăADfjcT z X € CT … B @ R …T U S e b @ z e V H C BP F e V B U X B T S e B e R € C b R 8 ‘ bT ‘ eT ‘  b R € x BP e PT U RT XT B @ B X X fD9$Ô9fiqgG9s|Dcsh9Ô(ÔDlf9Dc(G`iDD(`A$V R B e e V @ V U RT ET B b X S ™ e R S R @ S RT RT V H C S S R V F V B R DD`ăƯd|9G9GDf`f(f(ƯfaÔ(9i{G$g#vƯăqătf9f#U XG{(i`GDD(`jă$GDG(Ưfp#pGDe9$gf$Ư`g19GGF T U RT XT B @ B € X P C R CT eT R Q S B € } w HT e S R V b V @ X B V RT RT X V E V e V S X 8T B X HT e V RT X R B e e V @ U RT XT B @ B € X X e b e GW`$9$tă(jÔGDf`YpGDGA(DfD`ă9g9G`GD(D(`qDfÔD(S e V e H eT B C UF V R V ™ h ˆ  ‡ ˆ S b € S C B e RT ‘ B @ V @ XT e R ă9D(DGDă#G$găs5T5Y ÔÔ9D`Gq7fa$9qG9Di! I s CONCLUSIONS AND FUTURE WORK w U RT XT B @ B € X S B ST X R C b XT B eP V B e S B e R C b R (9G`GD(D`hDfi`9#fqGqfDăDf(DDD(#Ô(Ô8 U RT e C R S R V ™ e X FF € R e XT ý ố ỗử   X € e S R V ™ R B e e V (G9D$(|Ư$3f`i(i(DG ff9$aY9DgƯă3DfD`1Ư@ 8F ET X X C @  B … eT ‘ S e V B € e V X X H C b E F ST @ V B ý ố ỗ ị G9G``#aj`fÂÔWDcsYD1t(D1DÔp$ÔÔaYc(i9ătW ffh1c F V iăw $(9$tfiGÔpcÔ`$GÔb iiG(s#t19$iÔ($9ƯQ H C S R V B  E S 8F S C H F X CF XT bT ‘ ™ V e V S F VT b R V R B Cu V e V S €F V ‘ H C S R V B U € C R 8 RT H V z € C  PT B C $vgt19hiăwI$(Ưăth#(#(Ôj9Gpă9g#Ưc(fÂÔq w#ÂGD9ăƯfW$(iGt ffY$gÔ$9`p9DvÔ(s(Ưfvc(#C T e X V z e C R XT ý ố ỗ P C b V @ X e R ‘ S R Q S F R XT eT e V e XT b V C B @ @ V e P C R CT e V eT HTF B C û V H r w b R GicY1ƯDfGvăÂD9$g(D7$t$GDătcpGiWăĂgd#Ô($V r B 8F C e H C X RT eT ‘ F S C H e C `fG#Dhp$`G(DGs7f(ph(D{De Dăh#Ôgă9(g1ƯDe HB CP R C b e C R C S e V e X V e V S ‘ R e RT X R B e e V @ S … B X E C  R V B V ý ố ỗử f`$t199(D{Gj(DfD`ă9#Df`9$ăoD1t fÔ'Ưăa S R V e X V e V S b R B 8P B e H C BP S R B V 8F X 8T B X HT e P 9$$f`ătă9qÔ9fDfhfDƯ(D$Dlf9D1GÔGDf`pGDe (D$C FÔ(pW9DjG ffh`ăjG9D!i ff'Ư$Ưt9$v ffeÔÔq!e S C H e XT ý ố ỗ X V b XT e R w ý ố ỗử S R V ý ố ỗ R 8 ‘ r E X e V RT HT B b XT S bT ‘ ™ H e X  X R € H HT e P C H XT R faWÔDă9ipGDf`GtG9sƯgÔDo(9ipig(Dqăụ`G($V r b H R CT e b 8F X …T e V U R e  E S BT @ X RT XT e X B B C Ôpt$GDfÔGÔ`pÂGDă#Ô99D{Dc9`(GWGƯ'1ò ÔD`ă9Ô S R V V e @ € U X V ˜ P C b V C B @ @ V S X V E F V bT U CF C R H HT Ư$t((#`$jo$ăÂD9$`ăƯf$Ôi$#G#(9ipi975 w V e V S tă9j9De Păõ$iD1gD$l9$t`oG(DDoăD1#GgD1gÔD(D1hÔ`GD(@ C R CT e V H B CP X R V B e XT e C e e R VT B V … RT B V X B € e V 8P n XT B r B € X m S X V E r e 8F … V ‘ e b RT X ™ R ‘ C S ST X @ S @ @T S V `(`4u`$94`ifÂwj9DYÔ(i`Ư3s(Y`(9hÔa9GƯ$Ư6 ‘ e V e X 8T B X HT e ´ ¥ ¥ R V eT …T U ‘ PT e b e S C e 8F E V qsă9DÔGDf`piDWăƯcqÂG$q7(csfÔD(ADyG9ă7aE e C R SF € C ‘ H e X  X e ™ 8F @ H V z B C Ô w U R V B F V R UT X F V H B C $(Wi(#7ÔDy(D1#G9p$(f$9Ư##($t$9#G`$gDă9R e ST X RT ST e V e X R B e e V @ V e V S F V € X € R € U RT e b e S B C (DA`(GA(71ƯDy(DfD`ă9ftă9Ư$Ư`(9Y9GDfÔD(săhP 8F E V eT X e C R XT b V C B @ @ V XT e ™ B VF € bT e B V @ R – wF V R UT X G9ătc9`Y$(Yi{ăÂD9$YG(Dăi(ÔGD`ăƯ!o'ăƯ$i`9De RT X ePT X bT e V H V B S C e S eT HTF X H 8 X S X € XT B @ B € X P C R CT G7Dc9`qiD1g$tiDoDcpGGqpÔf`gÔ`9`GDD(`3$g#GDe rc99f(w(De fÂÔq1AƯ##Ô7ăiƯÔD#py$ioGi9ÔD`e T R Q S B … ‘ C ‡ w S V b S e X VF w X … e R C H e X VF RT S R B B e V ‘ e ™w w ™ X 8F V b X e R B T S e V V e V S e e R X B @ f(DăqW(D3G(U #ÔÔGă`jÔDffătă((DÔ`ÔDÔDB R V b e V e 8 B 5r r ¢ 5u B € e b € B e X 8 B e S X V Er e 8F … V ‘ V U R ăw1ƯD1fD34q(s'iD(Df(D`jÔD`g`$94`ifÂwW9GT r9sG9Dj#ÔG9t$qD$(D($Y(77ÔD`$tă(fiD`jpGDY$DăiF X XT e … 8T b V X B C e € V w X e X V e V S X 8T B X HT e U B V RT n X XT B @ B € X m S R V X S R B e e C E S R Q C e S C e H V e X G{`Ô`GD(D(`4~9$pƯÔD`eD$at9Ư{Dv(Dfpf#U r U X äý œ  T E V V ¢ ™ X B @ V @ @ € ‘ CFF CP F V B … X S R V R $(`Ưi$ố 9ăƯ$9ÔDa$Ưp(ẽiG$h9ătfÂÔ`o9$1#ứ |! w– ‰ Þ 1†cŠ R CT e b e S B 8TF e € C bT X X VF b P C R CT e V …TF V B R U V P C B C H S B $GDfÔDfwfGGD($jG``$iÔ$d#GDăGG$t9Ô$Y3ăqDăppDf8 r ST X R C b E  V H € B C ‘ XT e X € e S R V ỗ ũ Ă ợ ộ ộ ợ i`9$ÔqaÔgoDă7yG(D(Do9$( v9hăfh ỡ $Dỗ !g$(l $ '$`D$dAừ ỡ $(lg9ợ #ăõlh v9h$!11! í åé ð ý œèé ¡ é è  œ ỗ ố ý ú ỗ å òä ä ä F @ HT X B V X e R VT … S B … ‘ C ™ X 8T B X HT e RT X e R VT … S U R c9pG`D1qDăÔsfÂf79ÔÔGDf`spGDGD$iÔ(i9GT r RT H B CP € xT R b e V S b € S C B e RT – w Š äý œ  è XT S V U V ipg$hg((9tÔDvệÔ((D`GYăT ểi$gI`G#Âă rR Q w e B @ z RT V H C S †`fafdG$g#oV  E S QT b @ X F e b B B C b E e X € H bT ‘ ™F S C H R CT e bT S B gƯcÔfa`GDÔD`$ÔYaq9iG9s9'f(p#GDfG(ÔD(@ e C e …T e VF B S U S € û E F R C R V (DpDY#iD1iÔDh#Ư!ahc9#|ăb D1i$$yăW`GDD(`X H B VF V R V P C XT B @ B € P C B € X V H e S R V ™ € X XT R V X RT V H B X e X V e V S …T X X V ăD`$pi9DgƯăs#(``G{ăf9G$gfDDf`$t19ÂG``$gH C e eTFT E VF V b X B … ‘ C ™ € B C ‘ H V BP 8F U RT X V RT Ă ù ố D!cGi($i$Ô`ofÂf796 aD$qfp$tG$9G`|eihă`9tù ù ũốộ ù ỗ $fa$4`fh ỡ 9$hhă`9t!'lh vDăagDătăÔDGAă9D$V S R V Ă ù ố ï ưŸ í ý e C E S e V B U e RT B C e € e ™– Þ ÞŠ e X C b ˜  E € B C ‘ U RT e X B e RT R – w X H B VF V XF V (Dy'#cD$ÔÔj{vD$q(iDfDfDit4ÔpD1i$g`GăvP R V H U RT b S C B @ ™  eT …T e b 8F X B C C @ … V C e X S R e S C e $gi9GÔ((D(4GGDfÔGÔ`qăajÂƯiDq(9ÔDg(DfpH XT e X w H 8F E C B @ eF € b pT S F X € CT B C e C R V XT R CT e bT S B G9DÔ97gÔG(#D(sc(Ôpc(hc`9#GDăD$9Wqid#GDfG(ÔD(@ X 8T B 8 HT e S R V ™ H eT B C UF V R CT e bT S B @ e X V S C C U X V F R ÔGDf`X pGDf9$#g9DcD$$G$W#GDfG(ÔD(9Dăi$s$Yc(#C XT xT R b e XT e ™ X B € C b P } w– Š U RT XT B @ B € X X V S e C R Gp9i9(ÔDYG9DƯ#`D#ÔsA1 (G`iDD(`W$vÔD$9f(S E R V b b R V B 8F C e RT V e B b V X S 8 b z e V e C ‘ e e R 8 a{$gÔ($tfG#D{iăt`fÔhWÔÔfY1ƯDhq!(DÔÔq!e r E  b R V @ B b XT S  R r w X €F V … B € e €P e bT S B @ C e B VP X faf($ƯfDf`G(|qoÔÔ(G$$D(DhffGD(Dfăh9De S … B X E C V e V S e X € C e XT B V ST w ¡  Ÿ í ï è ë ï r ÿ ï ÂDf`(#stă9y9D`9qDGqDf(qÔ(iy(7$hă`9tÂfƯ$ ửƯ4Dfh ỡ ÔÂG#ÂGẽăÂD9$ẽD1GDG99$`D$py!cT ũốộ ù ỗ X …F C … RT b V C B @ @ V S e V bT e XT @ C X B C H r w  e r …T eT X R X B C C @ … V C e R ‘ C R € XT S C e H e e R H 8F iDc`(Ô`$ah#19Ds1(Ge9Dfph9DfpÔG9@ roGD7$iiD`Gi(ệv$hă`9t!'lh eDtD`fhDGhÔGDe HT C e F VT T B e 8FT † w ¡  Ÿ í ï è ë ï ưŸ í ý C e S B B 8P B XT bT rfăt(G(7s$GƯÔaWG9$tÔÔÔăy$Ya#GÔÂÔqG9DƯă#C b V B @ XT w B CT … V E 8F E V e @ b b V P C @ CF … R XT e P C e XÔ#ăpAfÂfƯ$Ư$G`W(DAcểDăi$ă|Ư9$`gDhƯ$aÔÔ9G$$ C H B … F V R UT X e eT H B VF V R V S R € C X C e S R V ™ X €F V 8F E V B 8F C e H € HT RT H S R V H € HT z V H e R C R CT e bT B e X B G9ătfG#Dể(G9Gp9$ể9ii1gp9D$$GDfGD`ÔDdV b VF @ C e XT X 8T B X HT e U RT B C eT R C H C e b V C B @ @ V 8F @ HT X Ôăi9D7GwÔGDf`ApGDW(iDăDc9#piDt$#D(($jG(pi`ẽr w € X XT R V F B V 8F b XT  eTFT E VF V b X b RT #9``Ggă|cDăÔifqGh!cGi($i$Ô`fÔ9G`X FT V e S RT b V C B @ @ V XT e B ST X R C b e C R C S ‘ B … ‘ C ự G$tf|Ght$ÂD9ăAG(Dq(i`9$Ôs$((YqwfÂÔq9Ư'Âứ ữ hD$q!f(7$tÔ9(i`(oÔGDf`gpGDtie$iDÔDf(t!cÔ8 X B C ‘ e R F V B € R U RT X € X 8T B X HT e RT R CT e b e S  eF r … C R R C € B C ‘ H C X R 8 E X V B w R CT e R e e V X X 8F b 19p#iD$qsp$`pÔÔay$ƯsDf(73$iDÔD`17`ÔGi(H S T b B X V X 8T B X HT e RT X R B e e V @ U RT XT B @ B X U RT e b e ÔÂGÔÔÔDƯ$9yfiD`7pGDGƯ9DfD`1Ưf9G`GD(D`j9GDffDfj p 35 j hn " l gkj i g m I o jnq  (  ugv m w XB 6e C U R C H V ™– ˜ ị Ư d ứ ÔD9D$i9$p$a'1T$3 o5Ti#57 7s 1#ứ h kf j d k @H2ẳ 2ê 'ăă ẽF iiCi '1ứ 7 u 5iH ò ‡ d k h hf ™– Š d Ž d ™ ‡ d k h hf ™†#ˆ e7T752 ' 'fứ o5H`7H7 #GDÔpqƯ#ÂGDe ữ d Ư Ơ Ž ˆ Œ f ™– Þ Š Œ ˆf Œ d ‡f d R CT e R H ‘ ™ …T r X € V z 8 E C e U RT S R e B @ e € C eT † w b R S R C @ X B B C b R 9ăƯfgagDg(iƯÔDD(W($9Dcệg#f9ÔƯ#a`fD`$ÔtGT S @ CF … S B V ‘ eP C X S R V X H eT B C UF V ™ VT B eT B b S R V S T B a#GÔÂf(jD1w4l$`o9$qp9DcD$$iăiDfDcDfo9$ÔGDfDe r b V B V b F X € CT B V … R 8 E … V P C B e X 8TFT H VP S R V X R B f$t1Ưtvc`9$GDă$tÔÔagÂƯq$fDf9DWÔGiGpăvƯă(DfDe r`ă9ÔÔ9GGY`Ô9Dp(#GAsÔƯGs$t9Ô$WDăp$q9DfD`1Ư@ e V @ X RTF X e U R CF r w X S RT € F V B R U B C H P C X R B e e V U RT e X B e RT B CP e X € x B S V C B E e P C e R R C @ H C b R C F R (GDÔDfDG7$lyf9wf##D(s9D$Ô(#ap#fA(#oc(#C XT X U RT B e X E € X e R € x BP RT B C e R € x BP F S e b @ z R B C G#9GD`(9`Ô9D(G$Ô(ÔDlẽc(Dffa(99ăhP ắ ơ é è ề ô ê #X Ơư Í c{ Đ y ‘¦†ckƒrk”‘¦ž Á ­ Ð Á Ž ắ ă ă â z Ơ đ ưô ả â đ ả ă đô đ ằ ắ đ ă đ ắ ễ u DD!4Y4ă!Ôpc4`Â!44#tqÂccv#q(t#$wyAđư ẹ t ắ è è ắ â à ế đ é tÂq#ÂÔÔ ì hÔt!4ăư ỉ ăâ đ 4cÂ}ư XăâXôXâề tơ"ă ÂÔ }à Ơ9 }k X UPw }ă Ơăw wlvs đ}ặ ƠtắkÂ9ơ đUcưr!ô`Dả ă đồ!ưƯÂâ à ẹ ê đ â đô ô ê đô đô ắ â ă v ắ ẻ đ à ê Â#Ô#c!ÂƯá !ÔfAÂcÂÂcăDcÂÂsSiÂÔAfa#ắ ỉ u ẹ t ck9Ưc9ắ U 4}sƠàẵ ặđ $Dơtắ ầ căw!ô DâÂkă ă)Âèắẵ Dđèè!ă4âc}l ÂwX ÔđXq4!ăXcơƯ4ô" â }! àâ 4l(D1ă9`ằcă}v Ưẻ4ôXU ÂUw ê }ơ ả đ ăô ả Ơ ă ă ă ằ â à êô ả â à à ă ẳ ă ă ằ Ô`ÂDcDfwÂ4q14Âfcj4Ô1!#ÂÔpD!Ôh4`cD1t ế ê ă ă â ắ ọ ắ  đ đ ô ắ Ô ô ẳ t4!lfơ ÂÔgÂÔ(ÔG#Awh#ÔÔà ắ ì u ẹ t W ắ õ é óc#ắăõwơò ỏƯXơ$0âị #ăề ôà  cêê{Dơé Dăy Âắả ưDđơ9Âưé ă ă t k4ăâ9Ưươ 4Ôtcảắ ôế cưk cưđÂkô }ơ cđiơôưoÂDâê 4à1ăư !ôằ âDưư!ảạ cơcÂÔô u ò ẳ đ â ă à ô â đô ẳ ê 4t4f9ÔG4!fc#ư ì t!f!căAiÂÔ74!#cô wắ ặ é ẹ t ắ ề ƯccrwGƯkăă}Ơ"Sgq`c$4D1ư ô éê â Đ ắ ăô ằ â ă ằ è è è đ ế ê â ư ăô â ă à â à ảô ơô đ ảô ơôô ẳ ẳ â q#!ƯaÔDc!t4ÂƯÔtc!c!f!4iÂÔwc44cccÂÔÂ!Đ ắ đ êâă  9ÔY!D4fhăắ ắ ỉ ÂÔ94f$!ả ắ t#ctă wắ ầ u ẹ t đ ẳ â ă đô è ắ Aế ì 4Ô3AcÂDă ỉ t!D!Âà â Đ đ ơơăâ è è è wXặ Ưyế qUế w#ắế cÔâ Ơ ơô cề} đ tơô ăơÔ Â đà " ôơ ƠƠ ă} k ẳ k90ơ } rđ Uô wc cđ 0lă ẵ ưƠk ơ$"àă đX ả ưâ Ucsà à đ ẵặ ắ ơăả đă ăơ ế DDÂDÂ$D4 ẫ ccÔÂc!sc!$Â!j#cÂÂ4yDÂ!Ô1!ÂÂÔ ô â đô ẳ ê ÔG!4fcÂư ì D~ qă ắ ÂÔqt#tr`ÂA#Aơ t ắ ă ắ | đ â ă đ ~ ằă Đ ắ ế ắ Đ u Ă c}XX"}ắ èè9è} XUẹ wô ẹv đXtơăÂsÂđÃÔ 1ặ rtắtơ4ăÔơ}Ôẳ k!rfstăU#ảtđ #ă)D$ Ơ!ăơ đô đ ă đ ă â ă ô ă ả đ ă ă ẳ â ô êô â ă ả â ă cqÂ4ÔÂDcăD4tí ÂÔytDÂDÂăD!Â#!sÔGcfc4á t#!Ôt!ơ đ ăô ả Ơ ễ ắ | 1DcDfƯ#9!}ắ ì ÂÔ($3ăÂ9ăà ì Să!ÔÂắ t đ đ ư ắ ẻ ắ  ắ  â Đ u ắ ề ƠX9tÂq â ô c{ y âơé ắâà ế ề ê ẹ Á†  „ Ž › †™ ˜ — – ‚ Đ ắ ê ô â đ ưô ả â đ GSƯsăă}Ơ"đXc0gSoÂ4 !cÔpc4`Â!44#tả ă ă â z Ơ ảô ê đ ả ă ă ả à ế ắ ô ă D4!f4r!ƯÔtcfÂDDv`DÔ!ÂtăcD4â ì ả ỉ ắ ỉ yAâ t ắ ễ u ắ Ì Ì ¯ ¬ º ³ º Õ Á À ô â ă ô đ ă â Đ ă ả đ ăô é 4#Âq1v 4!D1ằ Ây0#Â!Â3DDÂDcDả D!##fư ì âă à ê Ôư XăUDđ9f4êă ễ4à ÔâƠU0Dà )ă wĩ ẫ 9Scơ !ôcăDơkÂwă }4 Ơgẫ40}Đà  ắ XUcăềc} 9ă Ơ9gwccể Ơ4Ưẻk X }Ư ẫ hÂcắ ô ! ÔâăềđÂƠ áđcƯcư cSkx u ề t ắ ắ ẹ XƯt`qÂé ê }kt1tf#ccÔ7cÂc4 Âê ơ é ắ ả ằ Á ­ « Ì Í Ị Á Œ „ Փ ê ẵ ắđ ô đ ă ă ê ả đ đ ă ô ă ă à ă ô ẳ â ưá ă â đô à ê ơ ẳ ẳ YÔD!f!!ÂccÂfÔ!y#Âcô ầ 3XcÔc!sDÂDÂăD!wc4#Â!ơ đô ả ă Âc!`D4Dă ẫ (!Ô$rắ ì ÂoÂÔ(cÔ ăDwƯSqÂ9cƯx ắ đ ư  ắ ẻ đ ă ắ ắ ế ô ắ Âhă!ÂsSắ ắ ỉ hÂă!4 q#ắ Sắ DÂD!taăy#ắ ì t ắ ẻ ô v àảơ ế ăả đăâ x ắ ễ u ẵ ắé èè U$r$Ă }}Ơàà k} 9cƯr Ơ}9à cw Ưk $Ơ ầ "9 ă} wU w c9c k }X ắ ƠXđ  kr sX đ cặ }ắ DơƠcăr!ôDâ!ă Ăơ ă êô đô â ưô ằ ă ẳ đ â â ă ẳ đô ảô ă â à đ đô ô đ ă fc4WcyÂc$tDăÔ!!DÔfÂc4Dc#t4Â#ÔfÂc$á 4ăDÂcô â ưá ă ê ế ê à Y$Â4`fXÂÔ ỉ hă!căqÂÔycăÔ4Ôư ẩ yAđư t ắô  ắ ế đ ơô ắ ễ u ắ ơ é â ă đô â #X(DÂc!#à Âă ề DÔà ắ â ô ă }ă Dđé fƠf}Dă Â#êăảcXÂUư 1ư7#ằwcăgđ 4ÔâkGƠi9ÃDâX1ă0gÔáỉằ siđư ăặđcưtắ!ôPf 4Ôâtỉ q ~ÂÂkăô Ôđ4à1$a4 ầ Ôáâ9sáư vưi!ăt)!fă 4DđêÂÂ}đơă đÂcư ư4ôà`ư DảcăẩcƯtưs ảAu ẹ t $ ậƯ ă ê ắ ắ é Ư#ắắơcàXơ ả aÃẳ}Âé ă ă)ơôả ă ẹ4đ ả cDơ }ă ằ Ôă X ă #Ãâ 1r "đ w ik s}đ 4â ô Uă 9ơ } 4X ả }àUw đ Dô ưg k đả áôcơcơ k0  đ ặ ÔÂDDlwDÂÔÔDcD4ÂÔf#c!D!ÂcD9c4ftẵ !4ÔGtả ă â ả ả đ ơ ảô ăô â ă ă êô !f!ÂDtÔÂÔy4ÔlƯytccÔoc#yƯDc!D47fc!aÔư đ ưô đ ă ă â à ă â ă ả đ đ ă đ ế ắô đ ~ ~ Đ c4f1D!D!#t4pDt#ÔÂDiyhÂÔtđ3$ắ ỉ ÂÔDă ẩ yAu t đ ắ Ơ Í ™ Œ ‡žŽ › “Ž ®ÉÄ › g w$Ơ ÂH}$lS)ắDơ#Ôơ!ă ắ é Ôẳè!f èẫ cÂă DơÂđ că!ô9DâƯw!ẻ ă qơfă ề ké cê!ôcôqr#éc tăƯcé4cêWjvèyGÔâẵ { Â4cẹ đ $ôÔ zÊÂUă à cđcô âc lưá ẵ đc4D#ÂD!fv cÔc4ÂDfcÂw1ằ 4#ÔÔW cÔt$9ă#!!Ô4ÂDă ỉ ắ ưô ả ă â ô đ ưô đ ă êô ă ô à ả x ắ â â đ ô đ ~~ Đ ÂÔh#Ôđ$ắ ỉ h!ÔÔăÔà ì ắ ẩ 9Dă ẩ yAé t ôâ ẳ â ắ ễ u é Ð Ð · Ž Ž ± Œ Å ‚ „ #ắơơXơa ẹ éô è stơ ăÔ  cƠ đUX  sƯg}dƠc}"Ơ}} k9}UwcDkăẳrìu è t | rkws} UơƠ ơ} 4XXơ }à UƠw4 cô áđ Pcc$kả 0SPẵđẫ ệƯvà c4D}kà c $uèả }} ô Ư  Ư r| 9 uXơé t đ ặ !ÔÂÔf Dc!D4qfc4Acy!1ÔG$D#ÂcÂcô ỉ ắ ă ẳ ăô â ă ă êô đô đ ô ằ ă đô đ ắ đ đ ơô â (ÔÂ!c4$#$4# ỉ ắ ÂÔtÔÂư ẩ q 94cÂÔ1Ô1A q đ ắ ơô ẻ ắ ắ ắ # it tƯÂ#qÂt!D!3Đ Ưì ắ ề DÔà é é é ắ ế ơơăâ ơă ỉ ế ơâ ô 4! #tă đ ô 9Ô1c#Ô ỉ ắ ẫ #Ôa!ÂăÂÂÔÂà ì ắ đ ặ #fƯDc4t4v`fc! đ ôâ ắ ăô â ă ă êô â ưá đô ơ ă ả â à â ă ă ô à ế ắ ắ Đ đ đ ắ ắ lqÂc!4tDă!ÂYDÂ$w1ằ 4#Ôy#( WÂÔÂÔy ắ è XƯ9ÂÂ9ShcÔq| é Á ® ­ ² ® ­ x Á´´ ° € rSÂc Ôđ}olYÂêề ÔÃÂk ăì Xắ 49 @9k U Ơ1$ầếẵ 99w XƠXàƯẻw ƯẻắÂcơ đ ăô4càtạq}SƯ| ắ ắ Ơẫ uté t Ôđ " ỉ é â Đ đ â ẳ } $ắƠâơXơ(!ơDơ4ăYv !ô4ơDâ1ăằ Âẵô yPă#c!ôÂAÔê ì ắƠ  }9kƠà irU ề c wƯsƠề }rà c })Xẵ XrXkUkă} Ơ Ơ"ễcDXcă ẵ}Âơ ăầ cểắ ẵẫ uâé t  ặ ắ ắ è rc#7DÔà ơôé ơă è è è à ả “ ‚ Œ „ “ Œ Œ ˆ “ ‚ rkwsU }ƠkP Ưc } }Ư }9}XUwẹP$ẫSéugkăk0ƠPwkcàc ả ẵ ẽ đ ặ Â#cÂ4fYo!D44fƯDc4t4v`fc!ƯD4fGÂfD! ắ đô ả ê đ â ă à ăô â ă ă êô â ưá ă à ê ă ă ê ằ â ê ă ẳ ê â ưá DÂ$fYt!ÔYycÂÔY!`ă ẫ 94ăAê o#Ôsă ầ Au ề é t ắ ắ Đ đ ắ Ô ặ }gcăg@#ắk kề Xơrẻ9é rẻ !â34Vlyă`ạUư } 1`Scă c{ôXà 9wwắ kws Sc ắkDâ }ccă ƠDwk9ắă  uté t ề ô ẹ qtÔÂ#rkws4U D}D ă à “’ “’ › Ž™ ´ µ “ Ž ’ š #ắơ ơXơé ác0 Ưcà ƠÃ} yả kc $vSê Âc đ 4ô)!ưâ 4ặđ #ôắđ}â fcư $ôiê tằv Dà$ôằă Ư4ô iDẳ yả cđ}Dơếô tắă4kÂơ 9Ôđ1ư}ằ 4ưàUâ#ĐwÂắ ccđ!ôDơÂ! ăDâ ÔđP1!ăw$ả cđDăô `đẫS# ƯW4ôtạẵả cđtôcả vă Ô4Ađuưé t è ả  ắ s ắ â ơ $ƠXé ắ ả ằ é ô é ă à ½  Œ™ ˜ — – ‚ • ˆ‚  tDq} ẹ Xâ ẹ sDÔ$}k9ă}"0wk9Ư}ruè 6rkcrgSwwgkƯậ"đXsđ ặ tắ!ơ`ÔẳÂcÃÔ ẵ ấ ă ă â ô đ ưô ả â đ ả ă ă â z Ơ êô à ằ ắ ả â !ÔGi! c4`Â!44ÂDwD!4Y4ă4(ÔYc4#q9!ÔÔSắ ỉ u ẹ é t ÂEơđưắ XơjÂP1#đẫăé c9ẻ #ơ 9wƯư ôXơ Âké cêc{ r Ưy WÔvÊ U à cc w %$Ơ H}$ ẫlẵ ẵ ẹ S ắ ă ẳ ăô â ă ă êô đô đô ả ê ă ả đ ă ă ẳ tD!ÔÔ!fƯDc!D!hDfc4YcjÂcÂ4fYqt#t#$D!#Â!4Ô ắ à ư đ tcÂcÂÔ ỉ AÂÔ(9Ô4fÔ1ÂÔwắ ỉ !4#cÔăắ ì u é t ắ đ đ đ đ ắ â ơ é é ôé $ƠXaÂđtc#té tơăÔÂ#à sr đ kặ wắ s4cưÃăDơ UD1ă ăằDđD}âà cư#ôDDằ  Dàáă ycẳ Dâ1ă0ằ Dưắ 4ảă cơƯ Âơô jcà 4ưƠà }f ả u é ă â đ ă ơ ăô â ă ă êô ă ô â ô ê đô đ !ÂD!ƯDc4t4v`fc!y!fG4Ôằ ÂAÂcÂcô ỉ 44ư ì ă ẫ ắ ẫ é t ằ ẵ $ầ wkyÃắké èXáè gé #ắẹ!fô è ẹ9Ôtắ!`ăqDđả f cê4ôắ tâƠẩrẩă $ÃPz 9wă ÔáXy4cơưạ 4ôă#ơÔcwÔđ ă ảô ẳ ê ắ ả â ắ ắ ễ đ ă đ đô ắ ế ắ ễ cc$ 1`Ôa#sSyiÂÔ1`ÂÂcăqÂÂắ ì st ẫ ắ ắ ì u è é t  4} #ắơơXơé $ Uc)wđẵ ặ Ơ1ắÔkXcưUwÂư #đ fcêcXê!ưâá ƠÔơ"t Âcă }ô  đ cđ!ô ÂƠơ j}!à Xf Uw c0căDơ ă!ôDâv!ă ặ u ê ô ă êô đô đ ưô ả ă ă ă ằ ắ ă â â fc4icoc4`t4`Âiv t1tySt4!wắ ÂÔf!#Â4Ô ẫ ắ ẫ t ắ ơ #Xé ơơăâ t!D!3Đ ặ yqắ ô ề sDÔ$1rwks4U 4}Dđcck0 ế ế ế é ă · Á ž “’ “’ › Ž™ ´ µ “ ƯƠs Ã} }4c}XX"i}w| Ơ}rx XUwwcgk ăk u t ả XU 0Ưv X"UwDkơ Xơ ƯđâXô s v ) uâ t Ô $ ô v  ưẵ ôơ ăk$đX)c }XX"&Ơk99cwkXUcwk ắ u ề t v â ô ăê Uđẵkv  Ÿ ’œ ®~ S ƒ‡uÙ t | ² » S S ăẳ ) v Xđác0 Ơà Ã} }grws9Ơ00Ưưô ơ } ảà ‚ „  …ª ‡†…„ƒ‚€s ²) ~³ ~ ² S S v | w vđuư t ơXơ cô cê{ Œ Œ Ž› ‘z y rž”“w‘“}cŽ¯ g± }k“r’‘¦„s} °~ w ăxz u ẹ t v đ ặ ttc4D!7fc44lYt1tD!cÂwc (!ăAê Đ ắ ăô â ă ă êô ê âá â ă ằ ả ơô ă ắ ắ đ đ đ đ ÂÔ9Ô4fÔ1ÂDă ắ ầ #Gc#ÂÔ ỉ s 9cƯ ắ ặ ắ ẩ Ô ẫ ắ ầ ô đ đ ắ đô ắ é # a$ é ề ề ề è ơă à DÔ đặ ắ đ ă đ ưô Ãô â ả ă â à ê ă đô đ â ă à đô ơô â à â 94ÔÂDcc4#c!D!DÂ(ÔfD!AÂc!ÂyÂ!D44fÂAÂc4c!Â4Â!ơ đô đ Âc#cô ỉ oư ẫ q ÂÔhÔ t!Ô ắ h!ÔÔăÔà ì ắ ắ ê ắ đ ô â ôâ ẳ â ắ đ ưô ô ả ơ 9c4fGD$4!qế ă è è è ắ ả ă ă â ă é ặ ễ #Âắ $ ẹ Dă ẫ qế ì 1DcD4ts ề  ẹ é ơă à DÔ đ ặ ÂÂc4! Âfqtc$4D4i4Ưv`Âđ lƯDc!D!ơ ắ đô â ô đ ê ă ảô ằ â ă â ă â ưá ăô â ă ă êô đô đ ưô ả ă ă â ưô ằ ă ẳ đ â â ă ẳ ế ắ â fc!Ycpc!`D4D#yc$tDăÔ!!DqÂÔG4#4s ắ ẫ  ắ ẻ ắ  ắ đ ưô ả ¨ ¯ ¨ ² À ´ ¨ » ­ ® đ 9c4DD4`Âv D1tÂÂÔ è è è ề â ê ă ê ă ẳô â ơô ă â à ă ê â ă đ â ă 4fDfD4#Âc4!cÂ7!4Ô!Ô(t#$fY!svD#ƯÔÂDÂđ â ô ả đ ế ắ ằ â đô ắ 44fGcct4iy#tÂÔÂcq A ÂÔa9!c#tÂÔt ẩ đ ảô ằ đ ắ ăơ đă à à ắ ê đ t#Ôt44ÂDÂy Ư oÔÂDă ẫ ắ ỉ Â$4c!s s ơô â ¾ ¾ Ì Ì Á Ð †Ð ††Í †¢ Í DÔà ơă đ ặ #!f7cÂÂÔ!fDÂf!Wc!ftccÂ#Ôoqế ắ ảô à â ê ă đ ưô ảô à à đ ă ả đ ă ă đ ă ằ ă đô ă đ ả â à ê ă đô ả ă DDÂDÂăt471D1DWcsÂÔ(ÔfD!fÂc4`D!`ă ẫ h!ÔGccs ắô â ô ắ ì Ư ÂÔ1 `Ưtf!4Âq ÔăÂ4 ÂhDDăcs q ắ đ ă â Đ ắ ế đ â đ â ắ ẻ ă ă ả ắ ắ# è $ #Ù Í ƒÐ Ð Í Ð Ú Ð Ä ắ đ ưô ô êô 9c4ft fc# Yê đ ưô ả ă à ă đô â ă ê à ưô ẳ đô ô ê ă Ãô c4f`D# j#c!ÂƯ4tf$ cÂWcƯlá 4Ôf7cÂc4 Âê đô đ â ă ă ơô ằ â ă à đ ắ đ ễ ÔÂcÂ4ÔtcD!c$4DÂ!#y 9Ôfc#ắ ì ÂÔi`ccÔƯ  sA đ ăô ắ ắ ắ è è è ô é è Ươ ẹ ă à tÔÂ#rkws4U D}Dc0 ả Ưcà ƠÃ} ảơ kDÂă cđkÂ0cđô ô ỉ Ơ4r Xêtâ#ă} cđcàfcô cvêXÔlưđ$á Ưặ s9đ ắ ặ3} ắ ăÂơ 4đắ k9tâo4ăĐ } Âf Ôđ U wÂwcảà #cÂh!ôÔđô ăcưDâ ăPASÂđ$ẫ ÂScđ 4ô#WÂsv4â!ôẵ cơÔđ à rÂ4!â uơ ẹ t ộ ă à ắ ắ ẻ ắ è è Œ„ Ž — ½ “’ “ ‚’™ Ž – ‚™ ẻ Ò Œ„ “ Œ ž šš Œ™ “ †Ð ††Í cƠrƯklƠUă}0X9ƯƯc}Ơ kXUw k$ầ 9Ơ7rkcr}k9}Uwc$ ẵ đ ặ #!ffÂcÂDDv`!Â#4lƯDcÂ!c!fGDă!!ÔAÂcÂcfê ắ đô à ă ă ă ê âá ă â đ ưô ô ả ơ đô đô ẳ đ ưô ả ă ă ắô â | 1pc4DD4` ÂÔSh4ywắ ẩ ÂÔÂ4f ẩ Arh4cÔsrsA ẹ t đ ắ ô âô ắ u kc r}Ưắ wẹ kơXơrsskĐjÂÂđ đ ặƯố!qfẻ #ắ $ếĂ SìĂ 1ẵ 4ăDDơ4ă!ăuDâỗ 1Dêwđ !ăẵư #ơăỉ ỗ }Ăơ đ Sc ư!ôSẵ cơỗ #Âà !ưƯÂâà éă Ă !ă đô đ ưô ả ă ă ê đ ả â à à đ ưô êô z â à à cpc!`D!`ÂY ÔY#Ôf!iÔ1!Â#Ôoc4fYc#X!ÂÂÔ đ ưô ả đ ế ắ | ắ ế ắ  đ ă ă ô  ắ v u c4`ÂÂeÂăwAÂgÂÔgÔtÂD! Â{ăqâ ẹ t ô é à}ắ Ơẹ ƠâDXơ ré(kđ rặ 7Uìokẫ êÂ"94à à đ!ôÔ!ưẵ âư#c6j!àÔ đc ăÔơ#d đccÂàwă 4ảé fYos!đéê côFtơDâ$ăĂ 4ăƯfĂ 4Ô à à à ăÔâwt cÂwăă cđvDtắ@kDâU ÂXă 4Dô cđắ dUă rrAu ềẹ t ẵ Ưô wặx Đ ắ ô ắ ¶ Á “ ’™ Ž š Ž ˜’ ¥‚k9…ỉ ’ SkuFk94c6ăcă$$u #ắơ ơXơé ề ô tắ`qĂằ #ĂrơôĂ DơăÔ à ẵ wạ ~ g u t  đ ặ #!f Dc!D!qfc!aÔic!ft cÔ4c#D4Ôv4ÔÂÂDcÔả ắ ăô â ă ă êô đ ưô ô ơô ằ ă ẳ â đ ă đ â ă ắ ÂÔD!Âc ì scDă Ô#w ÂÔW Ô ẹ đ ằ ắ ắ ễ đ ô đ ằ ắ ẻ ắ Î ... 6e foăha9{9Dj#fD`ệo(`p$D(D9D`(Dệy 10 ba$   ba$ 11 aba $ 12 14 aba $    13 15 aba $ 16 ba$ aba ba$ $ aba   ba$ aba $ $ aba aba $ aba $ ba   18 aba aba $ ba 17 aba 19 aba w b B V... Ô9DD1găƯ$AG(9ipA9Dgiq(Ưf#D(i34ÔDGfwcT PT X € b CF B @ C B @ X eT ù º ±  E e C R S ‘ ™ º S B C ‘ V R T c(Ô9ÔGqfa#DwDcệÂujD$(Ô(YqYtă7WhÔÂG a b a a b a b a a b a a b a b a a b a b a $ $ ba 20 $ ba... $dÔf9sêƠ 2A2 iâx9 ''#ọƯ(ădad|rri 1l   ” Tarzan ™ d |R| 0.005 128 256 512 1024 2048 4096 8192 16384 32768 65536 0.01 0.015 0.02 average of |z(w)| 0.025 0.03 0.035 0.04 0.045 ’random.dat’ 0.05

Ngày đăng: 30/03/2014, 13:20

Từ khóa liên quan

Tài liệu cùng người dùng

  • Đang cập nhật ...

Tài liệu liên quan