Title :
The Self-adaptive Cultural Algorithm Optimization Based On the Fuzzy Controller
Author :
Feng, Wang ; Zhang, Xue-ying
Author_Institution :
Dept. of Inf. Eng., Taiyuan Univ. of Technol., Taiyuan
Abstract :
Cultural algorithm (CA) is an evolutionary model inspired by the cultural evolution process which shows many excellent characteristics and succeeded in solving some complicated problems. In this paper, a self-adaptive CA is proposed based fuzzy controller, The new algorithm adjusting parameter beta using fuzzy controller, changing the member of individuals in evolution process, making the CA optimized. The simulation results illustrate that the self-adaptive CA based fuzzy controller is better than CA.
Keywords :
adaptive control; evolutionary computation; fuzzy control; self-adjusting systems; cultural algorithm; cultural evolution process; evolution process; evolutionary model; fuzzy controller; parameter adjustment; self-adaptive cultural algorithm optimization; Computational modeling; Cultural differences; Evolutionary computation; Feedback; Fuzzy control; Genetic programming; Humans; Optimization methods; Problem-solving; Protocols; Belief Space; Cultural Algorithm; Population Space; fuzzy controller; self-adaptive;
Conference_Titel :
Knowledge Acquisition and Modeling Workshop, 2008. KAM Workshop 2008. IEEE International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3530-2
Electronic_ISBN :
978-1-4244-3531-9
DOI :
10.1109/KAMW.2008.4810490
