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Principles of Soft Computing, 3ed by S.N. Sivanandam, S.N. Deepa

Principles of Soft Computing, 3ed

by S.N. Sivanandam, S.N. Deepa
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Paperback: Paperback
  • ISBN13: 9788126577132
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Wiley
  • Publisher Imprint: Wiley
  • Publication Date:
  • Pages: 788
  • Original Price: INR 1099.0
  • Language: English
  • Edition: N/A
  • Item Weight: 500 grams
  • BISAC Subject(s): N/A

This book is meant for a wide range of readers, who wish to learn the basic concepts of soft computing. It can also be useful for programmers, researchers and management experts who use soft computing techniques. The basic concepts of soft computing are dealt in detail with the relevant information and knowledge available for understanding the computing process. The various neural network concepts are explained with examples, highlighting the difference between various architectures. Fuzzy logic techniques have been clearly dealt with suitable examples. Genetic algorithm operators and the various classifications have been discussed in lucid manner, so that a starter can understand the concepts with a minimal effort. ·Artificial Neural Network: An Introduction ·Supervised Learning Network ·Associative Memory Networks ·Unsupervised Learning Networks ·Special Networks ·Third-Generation Neural Networks ·Clustering of Self-Organizing Feature Maps ·Stability Analysis of a Class of Artificial Neural Network Systems ·Introduction to Fuzzy Logic, Classical Sets and Fuzzy Sets ·Classical Relations and Fuzzy Relations ·Membership Function ·Defuzzification ·Fuzzy Arithmetic and Fuzzy Measures ·Fuzzy Rule Base and Approximate Reasoning ·Fuzzy Decision Making ·Fuzzy Logic Control Systems ·Fuzzy Cognitive Maps ·Type-2 Fuzzy Sets and Embedded Fuzzy Sets ·Stability Analysis of Certain Classes of Fuzzy Systems ·Genetic Algorithm ·Differential Evolution Algorithm ·Hybrid Soft Computing Techniques ·Applications of Soft Computing ·Soft Computing Techniques Using C and C++ ·MATLAB Environment for Soft Computing Technique

S.N. Sivanandam completed his BE (Electrical and Electronics Engineering) in 1964 from Government College of Technology, Coimbatore and MSc (Engineering) in Power System in 1966 from PSG College of Technology, Coimbatore. He acquired his PhD in Control Systems in 1982 from Madras University. He has received Best Teacher Award in the year 2001 and Dhakshina Murthy Award for Teaching Excellence from PSG College of Technology. S.N. Deepa completed her BE Degree from Government College of Technology, Coimbatore in 1999, ME Degree from PSG College of Technology, Coimbatore in 2004 and PhD degree in Electrical Engineering from Anna University, Chennai in 2008. She is currently Associate Professor, Department of Electrical and Electronics Engineering, Anna University, Regional Campus, Coimbatore. She was a gold medalist in her BE Degree Programme.

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