Nature-Inspired Optimization Algorithms ePub (Adobe DRM) download by Xin-She Yang

Nature-Inspired Optimization Algorithms

Elsevier
Publication date: February 2014
ISBN: 9780124167452
Digital Book format: ePub (Adobe DRM)

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Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to illustrate how these algorithms work. Topics include particle swarm optimization, ant and bee algorithms, simulated annealing, cuckoo search, firefly algorithm, bat algorithm, flower algorithm, harmony search, algorithm analysis, constraint handling, hybrid methods, parameter tuning and control, as well as multi-objective optimization.

This book can serve as an introductory book for graduates, doctoral students and lecturers in computer science, engineering and natural sciences. It can also serve a source of inspiration for new applications. Researchers and engineers as well as experienced experts will also find it a handy reference.



  • Discusses and summarizes the latest developments in nature-inspired algorithms with comprehensive, timely literature
  • Provides a theoretical understanding as well as practical implementation hints
  • Provides a step-by-step introduction to each algorithm
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Nature-Inspired Optimization Algorithms ePub (Adobe DRM) download by Xin-She Yang
Elsevier, February 2014
ISBN: 9780124167452
EAN:  9780124167452
ePub (Adobe DRM)
List Price: $99.95 eBook price: $91.99
Nature-Inspired Optimization Algorithms PDF (Adobe DRM) download by Xin-She Yang
Elsevier, February 2014
ISBN: 9780124167452
EAN:  2370006070276
PDF (Adobe DRM)
List Price: $99.95 eBook price: $91.99
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