Optimization of Neural Network Parameter using Genetic Algorithm: Extraction of Neural Network Weights using Genetic Algorithm Based Back propagation Network - Softcover
Synopsis
Genetic Algorithms are one of the most powerful techniques in optimization and search problems. The Objective was, to understand this powerful technique and to explain it in better way so as to expand its field of application.The algorithm is so versatile that it can be used in any field.The objective of the GA is to find an optimal solution to a problem. Since Gas is heuristic procedures, they are not guaranteed to find the optimal solution, but they are able to find very good solutions for a wide range of problems.The use of both, genetic algorithms and artificial neural networks, was originally motivated by the astonishing success of these concepts in there biological counterparts.Despite their totally deferent approaches, both can merely be seen as optimization methods, which are used in a wide range of applications.They are capable to finding solution to hard NP-based Problems. Neural Networks utilizing back propagation based learning have promisingly showed results to a vast variety of function and problems. TSP is one such classical problem for theoretical computation.
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About the Author
Prof. Gaurang Panchal is Currently working as Assistant Professor at Charotar University of Science and Technology, Changa, India.His area of interest includes Soft Computing, Artificial Intelligence and Biometrics.His is Currently pursuing Ph.D at IIT Kharagpur in the field of Multimodal Biometrics System.
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Optimization of Neural Network Parameter using Genetic Algorithm
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Genetic Algorithms are one of the most powerful techniques in optimization and search problems. The Objective was, to understand this powerful technique and to explain it in better way so as to expand its field of application.The algorithm is so versatile that it can be used in any field.The objective of the GA is to find an optimal solution to a problem. Since Gas is heuristic procedures, they are not guaranteed to find the optimal solution, but they are able to find very good solutions for a wide range of problems.The use of both, genetic algorithms and artificial neural networks, was originally motivated by the astonishing success of these concepts in there biological counterparts.Despite their totally deferent approaches, both can merely be seen as optimization methods, which are used in a wide range of applications.They are capable to finding solution to hard NP-based Problems. Neural Networks utilizing back propagation based learning have promisingly showed results to a vast variety of function and problems. TSP is one such classical problem for theoretical computation. 92 pp. Englisch. Seller Inventory # 9783848447473
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Optimization of Neural Network Parameter using Genetic Algorithm
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Panchal GaurangProf. Gaurang Panchal is Currently working as Assistant Professor at Charotar University of Science and Technology, Changa, India.His area of interest includes Soft Computing, Artificial Intelligence and Biometrics.His. Seller Inventory # 5522882
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Optimization of Neural Network Parameter using Genetic Algorithm
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -Genetic Algorithms are one of the most powerful techniques in optimization and search problems. The Objective was, to understand this powerful technique and to explain it in better way so as to expand its field of application.The algorithm is so versatile that it can be used in any field.The objective of the GA is to find an optimal solution to a problem. Since Gas is heuristic procedures, they are not guaranteed to find the optimal solution, but they are able to find very good solutions for a wide range of problems.The use of both, genetic algorithms and artificial neural networks, was originally motivated by the astonishing success of these concepts in there biological counterparts.Despite their totally deferent approaches, both can merely be seen as optimization methods, which are used in a wide range of applications.They are capable to finding solution to hard NP-based Problems. Neural Networks utilizing back propagation based learning have promisingly showed results to a vast variety of function and problems. TSP is one such classical problem for theoretical computation.VDM Verlag, Dudweiler Landstraße 99, 66123 Saarbrücken 92 pp. Englisch. Seller Inventory # 9783848447473
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Optimization of Neural Network Parameter using Genetic Algorithm : Extraction of Neural Network Weights using Genetic Algorithm Based Back propagation Network
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Taschenbuch. Condition: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - Genetic Algorithms are one of the most powerful techniques in optimization and search problems. The Objective was, to understand this powerful technique and to explain it in better way so as to expand its field of application.The algorithm is so versatile that it can be used in any field.The objective of the GA is to find an optimal solution to a problem. Since Gas is heuristic procedures, they are not guaranteed to find the optimal solution, but they are able to find very good solutions for a wide range of problems.The use of both, genetic algorithms and artificial neural networks, was originally motivated by the astonishing success of these concepts in there biological counterparts.Despite their totally deferent approaches, both can merely be seen as optimization methods, which are used in a wide range of applications.They are capable to finding solution to hard NP-based Problems. Neural Networks utilizing back propagation based learning have promisingly showed results to a vast variety of function and problems. TSP is one such classical problem for theoretical computation. Seller Inventory # 9783848447473
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Optimization of Neural Network Parameter using Genetic Algorithm | Extraction of Neural Network Weights using Genetic Algorithm Based Back propagation Network
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Taschenbuch. Condition: Neu. Optimization of Neural Network Parameter using Genetic Algorithm | Extraction of Neural Network Weights using Genetic Algorithm Based Back propagation Network | Gaurang Panchal (u. a.) | Taschenbuch | 92 S. | Englisch | 2012 | LAP LAMBERT Academic Publishing | EAN 9783848447473 | Verantwortliche Person für die EU: preigu GmbH & Co. KG, Lengericher Landstr. 19, 49078 Osnabrück, mail[at]preigu[dot]de | Anbieter: preigu Print on Demand. Seller Inventory # 106490202
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Optimization of Neural Network Parameter using Genetic Algorithm: Extraction of Neural Network Weights using Genetic Algorithm Based Back propagation Network
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