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Yang, Xin-She.

Nature-inspired optimization algorithms [electronic resource] / Xin-She Yang. - 1st ed. , Computer document. - London ; Waltham, MA : Elsevier, 2014 - Elsevier insights .

Title from title screen.

Includes bibliographical references.

1. Introduction to Algorithms -- 2. Analysis of Algorithms -- 3. Random Walks and Optimization -- 4. Simulated Annealing -- 5. Genetic Algorithms -- 6. Differential Evolution -- 7. Particle Swarm Optimization -- 8. Firefly Algorithms -- 9. Cuckoo Search -- 10. Bat Algorithms -- 11. Flower Pollination Algorithms -- 12. A Framework for Self-Tuning Algorithms -- 13. How to Deal with Constraints -- 14. Multiobjective Optimization -- 15. Other Algorithms and Hybrid Algorithms -- APPENDIX A Test Function Benchmarks for Global Optimization -- APPENDIX B Matlab Programs

Text.

Computer science




Mode of access: Internet via World Wide Web.

Digitized and made available by: Books24x7.com.

ISBN: 9780124167438 9780124167438

Subjects--Topical Terms:
Mathematical optimization
Algorithms

Index Terms--Genre/Form:
Electronic books.
Electronic books.

LC Class. No.: QA402.5 / .Y36 2014eb

Dewey Class. No.: 519.6