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

By: Material type: TextSeries: Publication details: London ; Waltham, MA : Elsevier, 2014 Edition: 1st edISBN:
  • 9780124167438
  • 9780124167438
Subject(s): Genre/Form: DDC classification:
  • 519.6 23
LOC classification:
  • QA402.5 .Y36 2014eb
Online resources: Available additional physical forms:
  • 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
List(s) this item appears in: Statistics
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Holdings
Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
E-Books Library, Independent University, Bangladesh (IUB) Non-fiction 519.6 (Browse shelf(Opens below)) Available AUTO-24640
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.

Digitized and made available by: Books24x7.com.

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