Nature Inspired Metaheuristic Algorithms PDF
It is an amazing Computers book written by Xin-She Yang and published by Luniver Press. This book was released on 31 March 2023 with total pages 148. Read book in PDF, EPUB and Kindle directly from your devices anywhere anytime. Click Download button to get Nature-inspired Metaheuristic Algorithms book now. This site is like a library, Use search box to get ebook that you want.
- Author : Xin-She Yang
- Release Date : 31 March 2023
- Publisher : Luniver Press
- Genre : Computers
- Pages : 148
- ISBN 13 : 9781905986286
- Total Download : 691
- File Size : 55,5 Mb
Nature-inspired Metaheuristic Algorithms PDF Summary
Modern metaheuristic algorithms such as bee algorithms and harmony search start to demonstrate their power in dealing with tough optimization problems and even NP-hard problems. This book reviews and introduces the state-of-the-art nature-inspired metaheuristic algorithms in optimization, including genetic algorithms, bee algorithms, particle swarm optimization, simulated annealing, ant colony optimization, harmony search, and firefly algorithms. We also briefly introduce the photosynthetic algorithm, the enzyme algorithm, and Tabu search. Worked examples with implementation have been used to show how each algorithm works. This book is thus an ideal textbook for an undergraduate and/or graduate course. As some of the algorithms such as the harmony search and firefly algorithms are at the forefront of current research, this book can also serve as a reference book for researchers.