eBook - ePub

Evolutionary Optimization Algorithms

Name: Evolutionary Optimization Algorithms
ISBN: 9781000462166

Altaf Q. H. Badar,

296 pages
English
ePUB (mobile friendly)
Available on iOS & Android

eBook - ePub

Evolutionary Optimization Algorithms

Altaf Q. H. Badar,

About this book

This comprehensive reference text discusses evolutionary optimization techniques, to find optimal solutions for single and multi-objective problems.

The text presents each evolutionary optimization algorithm along with its history and other working equations. It also discusses variants and hybrids of optimization techniques. The text presents step-by-step solution to a problem and includes software's like MATLAB and Python for solving optimization problems. It covers important optimization algorithms including single objective optimization, multi objective optimization, Heuristic optimization techniques, shuffled frog leaping algorithm, bacteria foraging algorithm and firefly algorithm.

Aimed at senior undergraduate and graduate students in the field of electrical engineering, electronics engineering, mechanical engineering, and computer science and engineering, this text:

Provides step-by-step solution for each evolutionary optimization algorithm.
Provides flowcharts and graphics for better understanding of optimization techniques.
Discusses popular optimization techniques include particle swarm optimization and genetic algorithm.
Presents every optimization technique along with the history and working equations.
Includes latest software like Python and MATLAB.

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Yes, you can access Evolutionary Optimization Algorithms by Altaf Q. H. Badar in PDF and/or ePUB format, as well as other popular books in Mathematics & Electrical Engineering & Telecommunications. We have over one million books available in our catalogue for you to explore.