Title :
Ant System algorithm based Rosenbrock function optimization in multi-dimension space
Author :
Wang, Lei ; Wang, Xiao-ping ; Wu, Qi-di
Author_Institution :
Dept. of Inf. & Control, Tongji Univ., Shanghai, China
Abstract :
After a systematic review of the Ant System (AS) algorithm research and application status, it is introduced into function optimization (Rosenbrock function optimization) in multi-dimension continuous space. A corresponding algorithm is defined and good simulation results are derived, thus the potential of the AS algorithm´s application to optimization problems in continuous space is proved. Finally, the applicability of AS in continuous space optimization problems solving are summarized.
Keywords :
optimisation; Ant System algorithm; Rosenbrock function optimization; multi-dimension continuous space; Ant colony optimization; Cybernetics; Design engineering; Design optimization; Distribution functions; Heuristic algorithms; Machine learning; Problem-solving; Scheduling algorithm; Traveling salesman problems;
Conference_Titel :
Machine Learning and Cybernetics, 2002. Proceedings. 2002 International Conference on
Print_ISBN :
0-7803-7508-4
DOI :
10.1109/ICMLC.2002.1174440
