TY - BOOK AU - Valluru,Sudarshan K. AU - Rao,T.Nageswara TI - Introduction to neural networks, fuzzy logic & genetic algorithms: theory & applications SN - 9788184950793 U1 - 006.32 23rd PY - 2011/// CY - Ahmedabad PB - Jaico Pub. House KW - Fuzzy Logic KW - Genetic Algorithms KW - Neural Networks N1 - Includes bibliography; Introduction to Neural Networks -- Essentials of Artificial Neural Networks -- Single Layer Feed-Forward Neural Networks -- Multilayer Feed Forward Neural Networks -- Associative Memories -- Classical and Fuzzy Sets -- Fuzzy Logic System Components -- Applications of ANNs and Fuzzy Logic -- Non-Traditional Optimized Algorithms-Genetic Algorithm N2 - This textbook explains Neural Networks, Fuzzy Logic and Genetic Algorithms from a unified engineering perspective. It combines the three techniques to minimize their weaknesses and enhance their strengths. The authors have discussed the fundamental ideas and practical methods of the three techniques by using numerous examples. The book will be an ideal text for the students of Computer Science, Information Technology, Electrical and Electronics & Communication Engineering, studying Soft Computing at the undergraduate level ER -