DocumentCode
2691994
Title
Differential evolution for integer programming problems
Author
Omran, Mahamed G H ; Engelbrecht, Andries P.
Author_Institution
Gulf Univ. for Sci. & Technol., Hawalli
fYear
2007
fDate
25-28 Sept. 2007
Firstpage
2237
Lastpage
2242
Abstract
The performance of two recent variants of differential evolution (DE) when applied to integer programming problems is investigated. The two DE variants, namely, self-adaptive DE (SDE) and DE using the ring neighborhood topology (a.k.a. DE/lbest/1) are compared with the standard DE and particle swarm optimization (PSO) methods on several integer programming test problems. The results show that the SDE seems to be an efficient alternative for solving integer programming problems.
Keywords
integer programming; particle swarm optimisation; topology; integer programming; particle swarm optimization; ring neighborhood topology; self-adaptive differential evolution; Decision support systems; Fiber reinforced plastics; Linear programming;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
Conference_Location
Singapore
Print_ISBN
978-1-4244-1339-3
Electronic_ISBN
978-1-4244-1340-9
Type
conf
DOI
10.1109/CEC.2007.4424749
Filename
4424749
Link To Document