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发表于2024-11-25

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齣版社： Luniver Press

ISBN：9781905986286

商品編碼：1200876664

包裝：平裝

外文名稱：Nature-Inspired Metahe...

齣版時間：2010-07-25

頁數：160

正文語種：英語

Nature-Inspired Metaheuristic Algorithms... epub 下載 mobi 下載 pdf 下載 txt 電子書下載 2024

Nature-Inspired Metaheuristic Algorithms... pdf epub mobi txt 電子書下載 2024

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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.