Evolutionary Optimization Algorithms - Hardcover

Q. H. Badar, Altaf

 
9780367750541: Evolutionary Optimization Algorithms
Hardcover
ISBN 10: 0367750546 ISBN 13: 9780367750541
Publisher: CRC Press, 2021

Synopsis

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.

"synopsis" may belong to another edition of this title.

About the Author

Altaf Q. H. Badar is currently working as an assistant professor, department of electrical engineering, National Institute of Technology, Warangal. His research areas include artificial intelligence applications to power systems, evolutionary optimization techniques, and smart home energy management systems. He has taught courses including electric and magnetic fields, and real-time control of power systems. He is a member of the Institute of Electrical and Electronics Engineers (IEEE) and Indian Society for Technical Education (ISTE).

"About this title" may belong to another edition of this title.

Publisher
CRC Press
Publication date
2021
Language
English
ISBN 10 
0367750546
ISBN 13 
9780367750541
Binding
Hardcover
Edition number
1
Number of pages
274

Other Popular Editions of the Same Title

9781032073378: Evolutionary Optimization Algorithms

Featured Edition

ISBN 10:  1032073373 ISBN 13:  9781032073378
Publisher: CRC Press, 2024
Softcover