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
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;
Conference_Titel :
Applied Machine Intelligence and Informatics (SAMI), 2011 IEEE 9th International Symposium on
Conference_Location :
Smolenice
Print_ISBN :
978-1-4244-7429-5
DOI :
10.1109/SAMI.2011.5738862
