Advances of Evolutionary Computation: Methods and Operators

丛 书 名：Studies in Computational Intelligence

版本说明：1st ed. 2016

作     者：Erik Cuevas Margarita Arimatea Díaz Cortés Diego Alberto Oliva Navarro 

I S B N：(纸本) 9783319285023 

出 版 社：Springer International Publishing 

出 版 年：2016年

主 题 词：Evolutionary computation 

学科分类：08[工学] 0812[工学-计算机科学与技术（可授工学、理学学位）] 081202[工学-计算机软件与理论] 

摘      要：The goal of this book is to present advances that discuss alternative Evolutionary Computation (EC) developments and non-conventional operators which have proved to be eective in the solution of several complex problems. The book has been structured so that each chapter can be read independently from the others. The book contains nine chapters with the following themes: 1) Introduction, 2) the Social Spider Optimization (SSO), 3) the States of Matter Search (SMS), 4) the collective animal behavior (CAB) algorithm, 5) the Allostatic Optimization (AO) method, 6) the Locust Search (LS) algorithm, 7) the Adaptive Population with Reduced Evaluations (APRE) method, 8) the multimodal CAB, 9) the constrained SSO method.