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· 제목 : Neural Networks, Fuzzy Systems and Evolutionary Algorithms : Synthesis and Applications (Paperback, 2 Revised edition)
· 분류 : 외국도서 > 컴퓨터 > 컴퓨터 일반
· ISBN : 9788120353343
· 쪽수 : 572쪽
· 출판일 : 2017-06-30
· 분류 : 외국도서 > 컴퓨터 > 컴퓨터 일반
· ISBN : 9788120353343
· 쪽수 : 572쪽
· 출판일 : 2017-06-30
목차
- Preface
- 1. Introduction to Artificial Intelligence Systems
- Part 1 NEURAL NETWORKS
- 2. Fundamentals of Neural Networks
- 3. Backpropagation Networks
- 4. Associative Memory
- 5. Adaptive Resonance Theory
- 6. Extreme Learning Machine
- Part 2 FUZZY LOGIC
- 7. Fuzzy Set Theory
- 8. Fuzzy Logic and Inreference
- 9. Type-2 Fuzzy Sets
- Part 3 EVOLUTIONARY ALGORITHMS
- 10. Fundamentals of Genetic Algorithms
- 11. Genetic Modelling
- 12. Evolution Strategies
- 13. Differential Evolution
- Part 4 HYBRID SYSTEMS
- 14. Integration of Neural Networks, Fuzzy Logic, and Genetic Algorithms
- 15. Genetic Algorithm Based Backpropagation Networks
- 16. Fuzzy Backpropagation Networks
- 17. Simplified Fuzzy Artmap
- 18. Fuzzy Associative Memories
- 19. Fuzzy Logic Controlled Genetic Algorithms
- 20. Evolutionary Extreme Learning Machine
- Index
