artificial neural network applications in electrical engineering
Tài liệu Neural Network Applications in Intelligent doc
... applications in intelligent manufacturing. Neural Network Applications in Intelligent ManufacturingSystem Modelingand DesignProcess Modeling,Planning andSchedulingProcess Monitoringand ControlQuality ... backpropagationlearning rule of neural networks, Computers and Industrial Engineering, 20, 425, 1991. 40. Jamal, A. M. M., Neural networks and cellular manufacturing: The benefits of applying a neural network ... Computers and Electrical Engineering, 19, 87, 1993. 48. Lee, Y. H., and Kim, S., Neural network applications for scheduling jobs on parallel machines, Computers and Industrial Engineering, ...
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backpropagation artificial neural network in c++ - codeproject
... The binary floating point file format is expedient when you have a large amount of data. The data is saved in aseparate file as a sequence of floating point numbers in binary format, using 4 ... backprop training are optional. You may use them for validationand testing of your network, for input data normalization, and error limits during training process.>ann1dn t network. nn data1_file ... layer:ANNetwork::ANNetwork(const wchar_t *fname);ANNetwork::ANNetwork(int layers_number, int *neurons_per_layer);int nerons_per_layer[4] = {128, 64, 32, 10};ANNetwork *ann = new ANNetwork(4,...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 1 pdf
... neural networks; the second volume contains artifi cial neural network applications in industrial and control engineering. This second volume begins with a part of artifi cial neural network applications ... application of ANN in textiles and clothing industries will be addressed in last section. Artificial Neural Networks - Industrial and Control Engineering Applications 6 neural net produced ... pilling, finger marks, and others. free online editions of InTech Books and Journals can be found atwww.intechopen.com Artificial Neural Networks - Industrial and Control Engineering Applications Edited...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 2 doc
... as the input units of the neural network. They used a back propagation neural network by eight defect samples for off line training. The initial learning rate was 0.1; keeping reducing to 0.01 ... beyond 3 mm, breaking strength, breaking Artificial Neural Networks - Industrial and Control Engineering Applications 24 Study Area No Title Author Journal Year Vol(No),pp. Findings Limitations ... results were obtained from the generalized feed forward neural network algorithms. He examined the predictive power by Artificial Neural Networks - Industrial and Control Engineering Applications...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 3 doc
... percentage Artificial Neural Networks - Industrial and Control Engineering Applications 88 Sao, K.P. & Jain, A. K. (1995). Mercerization and crimp formation in jute. Indian Journal ... of Intelligent Methods for Evaluating the Apparent Quality of Knitted Fabrics. Engineering Applications of Artificial Intelligence, Vol.23, pp. 217-221, ISSN 0952-1976 Artificial Neural Networks ... percentage compression by ANN model Artificial Neural Networks - Industrial and Control Engineering Applications 74 Tenacity in the machine direction Tenacity in the transverse direction Predicted...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 4 pot
... training2ndANN training3rdANN training4thANN training5thANN trainingRandomly initialized weights & biasesWeights & biases from the 1sttraining1st training ... description of artificial neural network configuration Artificial Neural Networks - Industrial and Control Engineering Applications 120 , where xi is the input of node j of the input layer, ... step training; (b) – in the beginning of the 2nd step training; (c) – at the end of the training. On each screenshot: the menu on the left defines training parameters; the graph in middle-top...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 5 pdf
... 14.14GPa which is corresponding to the sintering temperature of 1420°C and the holding time of 80min, while Artificial Neural Networks - Industrial and Control Engineering Applications 158 2.5 ... Neural Networks - Industrial and Control Engineering Applications 146 According to the BP neural network model, the number of hidden neurons is initially chosen as 6, so the neural network ... algorithm in the optimization of hot pressing parameters Artificial Neural Networks - Industrial and Control Engineering Applications 162 The depicting effect of mentioned factors and their interactions...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 6 potx
... (as-received) Artificial Neural Networks - Industrial and Control Engineering Applications 168 Botlani-Esfahani. M, Toroghinejad. M. R. and Abbasi. Sh. (2009b) Artificial Neural Network Modeling the ... Precipitation in North Carolina. Water, Air, and Soil Pollution, 172, 167. Artificial Neural Networks - Industrial and Control Engineering Applications 176 for testing. For the training stage, ... Parameters of RSWS dynamic model Artificial Neural Networks - Industrial and Control Engineering Applications 192 Once the artificial neural network is trained, which means that all of the...
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Artificial Neural Networks Industrial and Control Engineering Applications Part 7 pptx
... propagation error. Learning of the network was carried out using 9 data points from the Artificial Neural Networks - Industrial and Control Engineering Applications 228 networks is given by ... 150-158(9) Part 3 Food Industry Artificial Neural Networks - Industrial and Control Engineering Applications 232 ANN was investigated, is given in Table 2. In regard to carcass classification ... iterative principle, which is similar to training of the network. 2.1 Feed-forward neural network Feed-forward neural network was the first type of ANN developed. In this network, the information...
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Tài liệu Neural Network Applications ppt
... application of neural networks in computer aided design,Artificial Intelligence in Engineering, 5(1), 9-22.Currie, K.R., 1992, An intelligent grouping algorithm for cellular manufacturing, Comp. Ind. ... components for cellular manufacturing, keepinga concurrent engineering framework in mind. It utilizes two middle layers, as shown in Figure 4.4.The inputs for the network include design features of ... promise, in general, for reducing complexity in logistics, and for streamlining andsynergistic regrouping of many operations in the supply chain. This chapter provides a summary of neural network applications...
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