Title :
Investigation of robust solution of evolutionary algorithms in dynamic environments
Author_Institution :
Sch. of Sci. & Eng., Kindai Univ., Higashi-Osaka, Japan
Abstract :
This paper investigates to find out stable solutions, i.e., robust solutions, in dynamic environments. In dynamic environments, the landscape of the objective function changes over time. Such dynamic environments are designed by using Max-Sat Problems.
Keywords :
evolutionary computation; dynamic environments; evolutionary algorithms; max sat problems; objective function; robust solution;
Conference_Titel :
Soft Computing and Intelligent Systems (SCIS) and 13th International Symposium on Advanced Intelligent Systems (ISIS), 2012 Joint 6th International Conference on
Conference_Location :
Kobe
Print_ISBN :
978-1-4673-2742-8
DOI :
10.1109/SCIS-ISIS.2012.6505306