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Nature-Inspired Optimization Algorithms (Paperback, 2nd edition)
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Nature-Inspired Optimization Algorithms (Paperback, 2nd edition)
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Nature-Inspired Optimization Algorithms, Second Edition provides an
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 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, and multi-objective optimization.
This book can serve as an introductory book for graduates, for
lecturers in computer science, engineering and natural sciences,
and as a source of inspiration for new applications.
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