Title :
Study on Cultural Algorithm
Author_Institution :
Coll. of Comput. & Inf. Eng., Harbin Univ. of Commerce, Harbin, China
Abstract :
A Cultural Algorithm (CA) rooting from simulation of evolution of human being society, provides a new computable framework of Evolution Algorithms. Concept of CA is more easily understood and more accuracy to reflect evolution process of society than some other optimization algorithms. CA has been successfully applied to much engineering. Firstly, this paper depicts natural explanation about CA. Secondly, introduces its basic theory. At last, the paper also tests it using 9 examples with nonlinear constrained optimization. The results show that the algorithm is effective.
Keywords :
cultural aspects; evolutionary computation; CA; cultural algorithm; evolution algorithms; human being society; nonlinear constrained optimization; Computational modeling; Cultural differences; Educational institutions; Evolution (biology); Evolutionary computation; Humans; Optimization; Constrained Optimization; Cultural Algorithm; Evolution Algorithm;
Conference_Titel :
Future Computer Science and Education (ICFCSE), 2011 International Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4577-1562-4
DOI :
10.1109/ICFCSE.2011.168
