Principles of soft computing

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التفاصيل البيبلوغرافية
المؤلف الرئيسي: Sivanandam, S N
مؤلفون آخرون: Deepa, S N
التنسيق: Printed Book
منشور في: New Delhi Wiley 2011
الطبعة:2nd ed.
الموضوعات:
Neural networks
Soft computing
Artificial intelligence
Operations research
Computer science
جدول المحتويات:
  • 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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