Computational intelligence:From mathematical point of view
Computational intelligence: From mathematical point of view作者机构:Deportment of Probability and Statistics Peking University Beijing China Department of Applied Mathematics Tsinghua University Beijing China
出 版 物:《Chinese Science Bulletin》 (科学通报(英文版))
年 卷 期:1999年第44卷第10期
页 面:865-880页
核心收录:
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)]
主 题:computational intelligence simulated annealing neural network genetic algorithm evolutionary program-ming self-organizing learning self-adapting algorithm hidden Markov model concession strategy.
摘 要:A simple but illustrative survey is given on various approaches of computational intelligence with their features, applications and the mathematical tools involved, among which the simulated annealing, neural networks, genetic and evolutionary programming, self-organizing learning and adapting algorithms, hidden Markov models are recommended intensively. The common mathematical features of various computational intelligence algorithms are ***, two common principles of concessive strategies implicated in many computational intelligence algorithms are discussed.