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This book proposes two novel algorithms for function classification and prediction that extends a three layered Feed Forward Neural Network (FFNN) and the standard Generalized Regression Neural Network (GRNN).In this book genetic algorithm(GA) is used inside the particle swarm optimization(PSO) algorithm to bring the worst particle in PSO search space nearer to the food. This helps in faster convergence of PSO algorithm and the possibility of the algorithm to get stuck at the local minima is eliminated.The detailed analysis of results and comparisons show that the proposed algorithms have effectively improved the performance of a neural network as a classifier and predictor and obtained the better accuracy with minimum mean square error than the non optimized neural networks.
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Biomedical Signal Processing : Soft Computing Techniques
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LAP LAMBERT Academic Publishing, 2018
ISBN 10: 6137340163
ISBN 13: 9786137340165
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Da: moluna, Greven, Germania
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: R. Kshirsagar PravinDr. Pravin R. Kshirsagar, Associate Professor, ETC Department,at GHRECM, Pune (M.S),India.Dr. Sudhir G. Akojwar, Associate Professor, Head, Department of Electronics and Telecommunication Engineering, at Governmen. Codice articolo 385845076
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Biomedical Signal Processing : Soft Computing Techniques
Editore:
LAP LAMBERT Academic Publishing Mai 2018, 2018
ISBN 10: 6137340163
ISBN 13: 9786137340165
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Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book proposes two novel algorithms for function classification and prediction that extends a three layered Feed Forward Neural Network (FFNN) and the standard Generalized Regression Neural Network (GRNN).In this book genetic algorithm(GA) is used inside the particle swarm optimization(PSO) algorithm to bring the worst particle in PSO search space nearer to the food. This helps in faster convergence of PSO algorithm and the possibility of the algorithm to get stuck at the local minima is eliminated.The detailed analysis of results and comparisons show that the proposed algorithms have effectively improved the performance of a neural network as a classifier and predictor and obtained the better accuracy with minimum mean square error than the non optimized neural networks. 160 pp. Englisch. Codice articolo 9786137340165
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Biomedical Signal Processing : Soft Computing Techniques
Editore:
LAP LAMBERT Academic Publishing Mai 2018, 2018
ISBN 10: 6137340163
ISBN 13: 9786137340165
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Da: buchversandmimpf2000, Emtmannsberg, BAYE, Germania
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Taschenbuch. Condizione: Neu. Neuware -This book proposes two novel algorithms for function classification and prediction that extends a three layered Feed Forward Neural Network (FFNN) and the standard Generalized Regression Neural Network (GRNN).In this book genetic algorithm(GA) is used inside the particle swarm optimization(PSO) algorithm to bring the worst particle in PSO search space nearer to the food. This helps in faster convergence of PSO algorithm and the possibility of the algorithm to get stuck at the local minima is eliminated.The detailed analysis of results and comparisons show that the proposed algorithms have effectively improved the performance of a neural network as a classifier and predictor and obtained the better accuracy with minimum mean square error than the non optimized neural networks.Books on Demand GmbH, Überseering 33, 22297 Hamburg 160 pp. Englisch. Codice articolo 9786137340165
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Biomedical Signal Processing : Soft Computing Techniques
Editore:
LAP LAMBERT Academic Publishing, 2018
ISBN 10: 6137340163
ISBN 13: 9786137340165
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Da: AHA-BUCH GmbH, Einbeck, Germania
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book proposes two novel algorithms for function classification and prediction that extends a three layered Feed Forward Neural Network (FFNN) and the standard Generalized Regression Neural Network (GRNN).In this book genetic algorithm(GA) is used inside the particle swarm optimization(PSO) algorithm to bring the worst particle in PSO search space nearer to the food. This helps in faster convergence of PSO algorithm and the possibility of the algorithm to get stuck at the local minima is eliminated.The detailed analysis of results and comparisons show that the proposed algorithms have effectively improved the performance of a neural network as a classifier and predictor and obtained the better accuracy with minimum mean square error than the non optimized neural networks. Codice articolo 9786137340165
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Biomedical Signal Processing: Soft Computing Techniques
Editore:
LAP Lambert Academic Publishing, 2018
ISBN 10: 6137340163
ISBN 13: 9786137340165
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Condizione: New. Codice articolo 26390070399
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Biomedical Signal Processing: Soft Computing Techniques
Editore:
LAP Lambert Academic Publishing, 2018
ISBN 10: 6137340163
ISBN 13: 9786137340165
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Condizione: New. Print on Demand. Codice articolo 389529504
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Biomedical Signal Processing: Soft Computing Techniques
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LAP Lambert Academic Publishing, 2018
ISBN 10: 6137340163
ISBN 13: 9786137340165
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Condizione: New. PRINT ON DEMAND. Codice articolo 18390070389
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Biomedical Signal Processing: Soft Computing Techniques
Editore:
LAP Lambert Academic Publishing, 2018
ISBN 10: 6137340163
ISBN 13: 9786137340165
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paperback. Condizione: New. New. book. Codice articolo ERICA82361373401636
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