Title :
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
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;
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
DOI :
10.1109/WCICA.2008.4592992