Title :
Formalization description of estimation of distribution algorithms based on intelligent computation framework
Author :
Wang, Lei ; Yan, Yong ; Lin, Xiaoqing ; Kang, Qi ; Wu, Qidi
Author_Institution :
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 estimation of distribution algorithms is proposed; and the general framework description of estimation of distribution algorithms 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; estimation theory; distribution algorithms; formalization description; intelligent computation framework; Computational modeling; Distributed computing; Electronic design automation and methodology; Independent component analysis; Intelligent agent; Intelligent control; estimation of distribution algorithms; formalization description; general framework model; 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.2008.4592993