Nature-Inspired Metaheuristic Algorithms... pdf epub mobi txt 電子書 下載
圖書基本信息
Nature-Inspired Metaheuristic Algorithms: Second Edition
作者: Xin-She Yang;
ISBN13: 9781905986286
類型: 平裝
語種: 英語(English)
齣版日期: 2010-07-25
齣版社: Luniver Press
頁數: 160
重量(剋): 222
尺寸: 22.86 x 15.24 x 0.8636 cm
商品簡介
Modern metaheuristic algorithms such as particle swarm optimization and cuckoo 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 for global optimization, including ant and bee algorithms, bat algorithm, cuckoo search, differential evolution, firefly algorithm, genetic algorithms, harmony search, particle swarm optimization, simulated annealing and support vector machines. In this revised edition, we also include how to deal with nonlinear constraints. 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 well as for self study. As some of the algorithms such as the cuckoo search and firefly algorithms are at the forefront of current research, this book can also serve as a reference for researchers.
幫助信息
Nature-Inspired Metaheuristic Algorithms... 下載 mobi epub pdf txt 電子書
Nature-Inspired Metaheuristic Algorithms... pdf epub mobi txt 電子書 下載