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Nature-inspired optimization algorithms [electronic resource] / Xin-She Yang.

By: Yang, Xin-SheMaterial type: TextTextSeries: Publication details: London ; Waltham, MA : Elsevier, 2014 Edition: 1st edISBN: 9780124167438; 9780124167438Subject(s): Mathematical optimization | AlgorithmsGenre/Form: Electronic books. | Electronic books.DDC classification: 519.6 LOC classification: QA402.5 | .Y36 2014ebOnline resources: Click here for full text. (IUB Campus only) Available also in a print ed.
Contents:
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
Summary: Computer science
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
E-Books E-Books Library, Independent University, Bangladesh (IUB)
Non-fiction 519.6 (Browse shelf(Opens below)) Available
Total holds: 0

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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

Available also in a print ed.

Mode of access: Internet via World Wide Web.

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