Natural computing algorithms / Anthony Brabazon, Michael O'Neill and Seán McGarraghy
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TextPublication details: Heidelberg : Springer, c2015 Description: xx, 554 p. : ill. ; 24 cmISBN: 9783662501160Subject(s): Algorithms | Natural computation algorithms | Artificial Immune Systems | Bacterial Foraging Algorithms | Artificial Immune Systems | Chemistry-Inspired Algorithms | Developmental Computing Differential Evolution | Evolution Strategies | Evolutionary Algorithms | Evolutionary Computing | Evolutionary ProgrammingDDC classification: 004.0151 BRA
| Item type | Current library | Home library | Call number | Status | Date due | Barcode | Item holds |
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English Lending
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Villa College Library | Villa College Library | 004.0151 BRA (Browse shelf(Opens below)) | Available | 17209 | ||
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English Lending
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Villa College Library | Villa College Library | 004.0151 BRA (Browse shelf(Opens below)) | Available | 17203 | ||
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English Lending
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Villa College Library | Villa College Library | 004.0151 BRA (Browse shelf(Opens below)) | Available | 17131 |
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| 004 WAT Cambridge International AS & A Level : Computer Science / | 004 WHI How computer works / | 004 ZIN CBCA2103 Computer architecture / | 004.0151 BRA Natural computing algorithms / | 004.0151 BRA Natural computing algorithms / | 004.0151 BRA Natural computing algorithms / | 004.0151 GRO Discrete mathematics for computing / |
CONTENTS
1. Introduction
2. Introduction to Evolutionary Computing
3. Genetic Algorithms
4. Extending the Genetic Algorithm
5. Evolution Strategies and Evolutionary Programming
6. Differential Evolution
7. Genetic Programming
8. Particle Swarm Algorithms
9. Ant Algorithms
10. Other Foraging Algorithms
11. Bacterial Foraging Algorithms
12. Other Social Algorithms
13. Neural Networks for Supervised Learning
14. Neural Networks for Unsupervised Learning
15. Neuroevolution
16. Artificial Immune Systems
17. An Introduction to Developmental and Grammatical Computing
18. Grammar-Based and Developmental Genetic Programming
19. Grammatical Evolution
20. Tree-Adjoining Grammers and Genetic Programming
21. Genetic Regulatory Networks
22. An Introduction to Physically Inspired Computing
23. Physically Inspired Computing Algorithms
24. Quantum-Inspired Evolutionary Algorithms
25. Plant-Inspired Algorithms
26. Chemistry-Inspired Algorithms.
27. Looking ahead
Includes references and index
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