Arithmetic

Evolutionary Optimization Algorithms

Name: Evolutionary Optimization Algorithms
Brand: CRC Press
SKU: 9780367750541
Price: 20507.00 INR
Availability: InStock
ISBN: 9780367750541

Contributor(s): Q. H. Badar, Altaf Author Format: Hardback

Hardback · ISBN 9780367750541

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Key Specifications

ISBN	9780367750541
Publisher	CRC Press
Publication date	October 2021
Language	English
MRP	£145.99 GBP
Page count	274
Item weight	124 g

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.

Evolutionary Optimization Algorithms

Key Specifications

Q. H. Badar, Altaf Author

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