DocumentCode
329818
Title
Adaptive scheduling system inspired by immune system
Author
Mori, Kazuyuki ; Tsukiyama, Makoto ; Fukuda, Toyoo
Author_Institution
Ind. Electron. & Syst. Lab., Mitsubishi Electr. Corp., Hyogo, Japan
Volume
4
fYear
1998
fDate
11-14 Oct 1998
Firstpage
3833
Abstract
An immune system has powerful abilities such as memory, recognition and learning to respond to invading antigens, and artificial immunity-based systems are expected to be applicable to many engineering applications. This paper proposes an optimization algorithm imitating the immune system to solve the scheduling problem. The proposed algorithm is shown to be effective for multi-optimization such as a scheduling problem with variable batch sizes
Keywords
adaptive systems; learning systems; optimisation; production control; adaptive scheduling system; immune system; invading antigens; learning; memory; multi-optimization; recognition; variable batch sizes; Adaptive scheduling; Batch production systems; Immune system; Industrial electronics; Job shop scheduling; Laboratories; Manufacturing systems; Power engineering and energy; Scheduling algorithm; Time factors;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1062-922X
Print_ISBN
0-7803-4778-1
Type
conf
DOI
10.1109/ICSMC.1998.726685
Filename
726685
Link To Document