Formalization description of genetic algorithms based on intelligent computation framework

Author

Wang, Lei ; Lu, Hongyan ; Lin, Xiaoqing ; Kang, Qi ; Wu, Qidi

Author_Institution

Coll. of Electron. & Inf. Eng., Tongji Univ., Shanghai

fYear

2008

fDate

25-27 June 2008

Firstpage

611

Lastpage

616

Abstract

Different computation modes of agents take on relative uniform characteristic in all kinds of intelligent algorithms, though they usually have different extrinsic forms. In this paper, formalization description of genetic algorithm is proposed; and the general framework description of genetic algorithm based on intelligent computation framework idea is discussed and validated based on the uniform framework description of intelligent computation abstracted from all kinds of intelligent computation modes.

Keywords

artificial intelligence; genetic algorithms; formalization description; genetic algorithms; intelligent algorithms; intelligent computation framework; Automation; Computational modeling; Continuing education; Educational institutions; Electronics packaging; Genetic algorithms; Genetic engineering; Intelligent agent; Intelligent control; formalization description; general framework model; genetic algorithms; intelligent computation;

fLanguage

English

Publisher

ieee

Conference_Titel

Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on

Conference_Location

Chongqing

Print_ISBN

978-1-4244-2113-8

Electronic_ISBN

978-1-4244-2114-5

Type

conf

DOI

10.1109/WCICA.2008.4592992

Filename

4592992