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OPTIMAL COMPUTING BUDGET ALLOCATION FOR SIMULATION BASED OPTIMIZATION AND COMPLEX DECISION MAKING

OPTIMAL COMPUTING BUDGET ALLOCATION FOR SIMULATION BASED OPTIMIZATION AND COMPLEX DECISION MAKING

OPTIMAL COMPUTING BUDGET ALLOCATION FOR SIMULATION BASED OPTIMIZATION AND COMPLEX DECISION MAKING

... OPTIMAL COMPUTING BUDGET ALLOCATION FOR SIMULATION BASED OPTIMIZATION AND COMPLEX DECISION MAKING ZHANG SI (B.Eng., Nanjing University) A THESIS SUBMITTED FOR THE DEGREE OF ... Particle Swarm Optimization 61 5.3 PSOOCBA Formulation 63 5.3.1 Computing budget allocation for Standard PSO 65 5.3.2 Computing budget allocation for PSOe ... 35 3.7.3 Numerical Results for Simulation Optimization 38 3.8 Conclusions and comments 39 Chapter Efficient computing budget allocation for optimal subset selection with...
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Optimal computing budget allocation for multi objective simulation optimization

Optimal computing budget allocation for multi objective simulation optimization

... 22 3.1 3.2 3.3 Computing budget allocation for Experiment 44 Computing budget allocation for Experiment 45 Computing budget allocation for Experiment ... Combination of MOEAs and Computing Budget Allocation 5.3.1 Multi- objective Genetic Algorithms with Optimal Computing Budget Allocation 5.3.2 Multi- objective Estimation of Distribution ... with single objective simulation optimization problems only, and there is the unmet practical need to develop efficient computing budget allocation rules for multiobjective simulation optimization...
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Optimal computing budget allocation for constrained optimization

Optimal computing budget allocation for constrained optimization

... Indifference Zone, NP = Nested Partitions, OCBA = Optimal Computing Budget Allocation, OCBA-CO = Optimal Computing Budget Allocation for Constrained Optimization, = Probability of Correct Selection, ... number of simulation replications for each design N i so that is maximized given a total computing budget The optimal computing budget allocation for constrained optimization (OCBA-CO) problem ... aims to maximize given a fixed computing budget called as Optimal Computing Budget Allocation (OCBA) Although OCBA has been shown to be effective for the unconstrained optimization (Branke et al...
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A DYNAMIC CRASHING METHOD FOR PROJECT MANAGEMENT USING SIMULATION-BASED OPTIMIZATION doc

A DYNAMIC CRASHING METHOD FOR PROJECT MANAGEMENT USING SIMULATION-BASED OPTIMIZATION doc

... Haga and Marold (2004), and Haga and Marold (2005) present a series of papers involving heuristic crashing methods for project management utilizing simulation Haga and Marold (2004), propose a ... comparison – Original versus Optimal 3.3 Dynamic Crashing Example (Phases I and II) Phase II: Dynamic Crashing In Phase I, prior to the start of the project an initial optimal crashing configuration ... have presented a simulation-based methodology to evaluate project networks and determine an optimal crashing strategy The methodology has two phases: Phase I, crashing applied prior to the start...
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A general framework on the computing budget allocation problem

A general framework on the computing budget allocation problem

... at exponential fast rate 36 Chapter ATO Problem This indicates that an optimal solution of the SAA problem provides an exact optimal solution of the true problem The SAA approach is then applied ... idea of SAA is simple and natural The basic idea is that a random sample is generated and the expected value function is approximated by the corresponding sample average function The obtained sample ... design with a very large number of replications in order to estimate its true performance value 4.3 A Review on SAA SAA is a Monte Carlo simulation-based approach and it appears as an appealing method...
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Efficient computing budget allocation by using regression with sequential sampling constraint

Efficient computing budget allocation by using regression with sequential sampling constraint

... EFFICIENT COMPUTING BUDGET ALLOCATION BY USING REGRESSION WITH SEQUENTIAL SAMPLING CONSTRAINT HU XIANG (B.Eng (Hons), NUS) A THESIS SUBMITTED ... integers By referring to the optimal solution obtained when the integer constraint is relaxed, we come up with the following computing budget allocation rule to deal with the discrete budget allocation ... DESIGN BUDGET ALLOCATION 3.1 PROBLEM FORMULATION 3.1.1 Problem Setting In this thesis, we would like to improve the Simple Regression Procedure by using the notion of Optimal Computing Budget Allocation...
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Optimal cost and allocation for UPFC using HRGAPSO to improve power system security and loadability

Optimal cost and allocation for UPFC using HRGAPSO to improve power system security and loadability

... test system for tow cases with and without FACTS shows that the placement of UPFC devices to improvement in security, reduction in losses of power system, minimizing the installation cost of UPFC ... S.Jazebi optimal Multi-type FACTS Allocation using Genetic Algorithm to improve power system security “ 9781-4244-1933-3/08/$25.00©2008 IEEE L.Erlich, G.Stamtsis, Y.luo, Optimal choice and allocation ... “Application of RGA to optimal choice and allocation of UPFC for voltage security enhancement in deregulated power system International conference on energy & environmental systems, Greece, May...
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Numerical simulation and optimization of CO2 sequestration in saline aquifers for enhanced storage capacity and secured sequestration

Numerical simulation and optimization of CO2 sequestration in saline aquifers for enhanced storage capacity and secured sequestration

... Algorithms in Search, Optimization & Machine Learning AddisonWesley, Boston, 1989 Zhang Z., Agarwal R.K Numerical Simulation and Optimization of CO2 Sequestration in Saline Aquifers for Vertical and ... [4] Zhang Z., Agarwal R.K Numerical Simulation and Optimization of CO2 Sequestration in Saline Aquifers in: Proceedings of 10th Annual Conference on Carbon Capture and Sequestration, Pittsburgh, ... conducting several benchmark studies [3, 4] In this paper, we consider the optimization of two engineering techniques to increase the sequestration efficiency and safety of GCS in saline aquifers In...
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Topology Optimization for DHT-based  Application Layer Multicast

Topology Optimization for DHT-based Application Layer Multicast

... Figue 1: Chord –basec multicast and multicast tree is constructed Multicast dựa giao thức Chord: Khi nút muốn gửi thông điệp multicast cho nút khác khoảng giới hạn multicast (multicast range), tham ... xác định nút nằm khoảng multicast Sau đó, phân định khoảng multicast cho nút gửi thông điệp multicast với khoảng multicast cho nút Các nút sau nhận thông điệp khoảng multicast thực trình tương ... decentralized application- level multicast infrastructure, IEEE Journal on Selected Areas in Communications 20 (8) M Hosseini, D T Ahmed, S S N D G (2007) A survey of application- layer multicast protocols...
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Báo cáo hóa học:

Báo cáo hóa học: " Power allocation, bit loading and sub-carrier bandwidth sizing for OFDM-based cognitive radio" pot

... sub-carrier bandwidth Bopt is obtained using (33) VII Sub-carrier power allocation, bandwidth sizing and bit loading After having addressed the power allocation, bit loading and bandwidth sizing individually, ... corresponding sub-carrier bandwidth Bopt is obtained using (33) XII Sub-carrier power allocation, bandwidth sizing and bit loading (Multiple SUs) The joint problem of power allocation, bit loading and bandwidth ... allocation: a Optimum bandwidth computation, b Power profile and c Bit profile Sub-carrier power allocation, bandwidth sizing and bit- loading On executing Algorithm 12, first the optimum bandwidth is obtained...
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Báo cáo hóa học:

Báo cáo hóa học: "Research Article Auction-Based Resource Allocation for Cooperative Video Transmission Protocols over Wireless Networks" ppt

... propose cooperative protocols for video transmission to better utilize system resources for performance improvement Moreover, because of the broadcast nature of the phase in cooperative transmission, ... video transmission with side information, we have obtained up to dB gain over the amplify-and-forward or decode-and-forward protocols For the multiuser case, we concentrate on the resource allocation ... (3D-SPIHT) video coding [16], the proposed cooperative video transmission protocol has a significant PSNR gain over the traditional direct video transmission Especially by employing the cooperative video...
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Báo cáo hóa học:

Báo cáo hóa học: " Research Article Downlink Resource Allocation for Autonomous Infrastructure-based Multihop Cellular Networks" pdf

... A novel modeling for the joint BS/relay assignment, optimum rate allocation, and routing scheme was proposed and formulated under a single problem for the downlink multihop cellular networks ... ←− xK J ←− (i.e., KJ ←− K ) end Algorithm 1: MMKP algorithm for resource allocation in multihop cellular with more valuable ones Therefore, in ADD phase of the algorithm, each item k of every user ... an architecture for a network utilizing the out-of-band transmission for the forwarding traffic along with TDS for the access traffic for the joint optimization of the degree of the multihop, routing...
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Báo cáo hóa học:

Báo cáo hóa học: " Research Article Optimal and Fair Resource Allocation for Multiuser Wireless Multimedia Transmissions" ppt

... suitable for multimedia services To address this disadvantage, we propose an optimal and fair policy for multimedia resource allocation, which introduces a judicious mixture of competition and cooperation, ... paper, we have presented an optimal and fair coopetition strategy for multiuser multimedia RRA Following contributions and conclusions have been made and drawn (1) We formulate the co-opetition ... essential of competition and cooperation behaviors of users in RRA We apply our strategy to wireless resource allocation for multiuser video transmissions and evaluate its performance by comparing...
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