Title :
A Multi Start Great Deluge metaheuristic for engineering design problems
Author_Institution :
Unity Res.: Logistics, Ind. & Quality Manage. (LOGIQ), Super. Inst. of Ind. Manage., Sfax, Tunisia
Abstract :
The Great Deluge (GD) metaheuristic is general, powerful and easily implemented, it is derived from Simulated Annealing (SA). In this paper, a Multi Start Great Deluge (MSGD) method is proposed and applied to optimize engineering design problems. The MSGD approach uses the GD algorithm to intensify search and employ the Multi Start technique to diversify the workspace. By computer simulations, it is shown that the performance of the proposed algorithms MSGD is better than the previous simulated annealing and genetic algorithm.
Keywords :
design engineering; mechanical engineering computing; optimisation; simulated annealing; virtual machines; MSGD; computer simulations; engineering design problems; genetic algorithm; metaheuristic; multi start great deluge; simulated annealing; Annealing; Radio access networks; Engineering Design Problems; Great deluge; Metaheuristic;
Conference_Titel :
Computer Systems and Applications (AICCSA), 2010 IEEE/ACS International Conference on
Conference_Location :
Hammamet
Print_ISBN :
978-1-4244-7716-6
DOI :
10.1109/AICCSA.2010.5586932