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03624nam a22003137a 4500 |
| 020 |
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|a 9788126527410
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| 082 |
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|a 006.3
|b SIV-P
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| 100 |
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|a Sivanandam, S N
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| 245 |
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|a Principles of soft computing
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| 250 |
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|a 2nd ed.
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| 260 |
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|a New Delhi
|b Wiley
|c 2011
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| 300 |
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|a 724p.
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| 500 |
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|a In this book 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 beginner can understand the concepts with minimal effort. The book can be used as a handbook as well as a guide for students of all engineering disciplines, soft computing research scholars, management sector, operational research area, computer applications and for various professionals who work in this area.
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| 505 |
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|a Chapter 1. Introduction
·Chapter 2. Artificial Neural Network: An Introduction
·Chapter 3. Supervised Learning Network
Chapter 4. Associative Memory Networks
·Chapter 5. Unsupervised Learning Networks
·Chapter 6. Special Networks
·Chapter 7. Introduction to Fuzzy Logic, Classical Sets and Fuzzy Sets
·Chapter 8. Classical Relations and Fuzzy Relations
·Chapter 9. Membership Functions
·Chapter 10. Defuzzification
·Chapter 11. Fuzzy Arithmetic and Fuzzy Measures
·Chapter 12. Fuzzy Rule Base and Approximate Reasoning
·Chapter 13. Fuzzy Decision Making
·Chapter 14. Fuzzy Logic Control Systems
·Chapter 15. Genetic Algorithm
·Chapter 16. Hybrid Soft Computing Techniques
·Chapter 17. Applications of Soft Computing
·Chapter 18. Soft Computing Techniques Using C and C++
·Chapter 19. MATLAB Environment for Soft Computing Techniques
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| 650 |
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|a Neural networks
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| 650 |
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|a Soft computing
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| 650 |
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|a Artificial intelligence
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| 650 |
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|a Operations research
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| 650 |
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|a Computer science
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| 700 |
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|a Deepa, S N
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| 942 |
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|c BK
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| 999 |
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|c 51240
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