Computational Intelligence

丛 书 名：Intelligent Systems Reference Library

版本说明：2009

作     者：Christine L. Mumford 

I S B N：(纸本) 9783642017988 

出 版 社：Springer Berlin Heidelberg 

出 版 年：2009年

学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术（可授工学、理学学位）] 

摘      要：This book is the first in a new series entitled Intelligent Systems Reference Library. It is a collection of chapters written by leading experts, covering a rich and diverse variety of computer-based techniques, all involving some aspect of computational intelligence (CI). Authors in this collection recognize the limitations of individual paradigms, and propose some practical and novel ways in which different CI techniques can be combined with each other, or with more traditional computational techniques, to produce powerful problem-solving environments. Common themes to be found in the various chapters of this collection include the following: Fusion, Collaboration, and Emergence. Fusion describes the hybridization of two or more techniques, at least one of which will involve CI. Collaboration ensures that the different techniques work effectively together. Finally, Emergence refers to the phenomenon that complex behaviour can arise as a result of collaboration between simple processing elements. The book covers a wide range of cutting edge techniques and applications, and is divided into the following parts: I. Introduction II. Fusing evolutionary algorithms and fuzzy logic III. Adaptive solution schemes IV. Multi-agent systems V. Computer vision VI. Communication for CI systems VII. Artificial immune systems VIII. Parallel evolutionary algorithms IX. CI for clustering and classification