DocumentCode
2805012
Title
Comparison of artificial immune systems with the particle swarm optimization in job-shop scheduling problem
Author
Zelenka, J. ; Kasanický, T.
Author_Institution
Inst. of Inf., Slovak Acad. of Sci., Bratislava, Slovakia
fYear
2011
fDate
27-29 Jan. 2011
Firstpage
129
Lastpage
135
Abstract
This article compares two approaches by jobshop scheduling problem (JSSP) in real manufacturing system. The first approach is based on mechanisms inspired by biological evolution and the immune system. The second stochastic optimization algorithm is based on social simulation models.
Keywords
artificial immune systems; job shop scheduling; manufacturing systems; particle swarm optimisation; artificial immune system; biological evolution; job shop scheduling problem; particle swarm optimization; real manufacturing system; social simulation model; stochastic optimization algorithm; Artificial immune systems; Films; Job shop scheduling; Manufacturing systems; Particle swarm optimization; Schedules;
fLanguage
English
Publisher
ieee
Conference_Titel
Applied Machine Intelligence and Informatics (SAMI), 2011 IEEE 9th International Symposium on
Conference_Location
Smolenice
Print_ISBN
978-1-4244-7429-5
Type
conf
DOI
10.1109/SAMI.2011.5738862
Filename
5738862
Link To Document