Neural Networks, Fuzzy Systems and Evolutionary Algorithms: Synthesis and Applications

By:

Material type: Text

TextPublication details: PHI Learning New Delhi 2024Edition: 2nd EdDescription: 552pISBN:

9788120353343

Subject(s):

DDC classification:

006.3 RAJ/N

Contents:

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 SYSTEMS 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

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Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode	Item holds
Reference	IIIT Kottayam Central Library Reference	006.3 RAJ/N (Browse shelf(Opens below))		Not For Loan		2402
Books	IIIT Kottayam Central Library General Stacks	006.3 RAJ/N;1 (Browse shelf(Opens below))	1	Checked out to ARITRA CHAKRABORTY (2024BCY0022)	07/02/2025	2403

Total holds: 0

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 SYSTEMS
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

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