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Neuro-Computers: Optimization Based Learning
Author(s): K. K. Shukla

ISBN:    978-81-7319-382-8 
E-ISBN:   
Publication Year:   2001
Pages:   156
Binding:   Paper Back
Dimension:   160mm x 240mm
Weight:   300


Textbook


About the book

Neuro-computers help solve brain-like techniques which are hard to be solved by conventional architectures. l Several case studies using real-world data sets as a benchmark provided as a learning paradigm for neuro-computer designers l New genetic opertators introduced which consistently outperform conventional crossover and mutation based genetic algorithms



Table of Contents

Foreword / Preface / Notations and Symbols / Introduction/ Historical Background / Composite Optimization Strategy / The Search for Global Solution / Generalization and Fault Tolerance / Genetic Training in Neuro-Computers / Simulation and Case Studies / Epilogue / Bibliography / Index.




Audience

Senior Graduate students of Computer Science and Engineering.


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