DocumentCode
3167542
Title
A type 2 fuzzy multi agent based system for scheduling of steel production
Author
Fazel Zarandi, M.H. ; Azad, F. Kashani
Author_Institution
Dept. of Ind. Eng., Amirkabir Univ. of Technol., Tehran, Iran
fYear
2013
fDate
24-28 June 2013
Firstpage
992
Lastpage
996
Abstract
This paper deals with an interval type 2 fuzzy (IT2F) multi agent based expert system for scheduling of steel production. At first, we introduce a distributed multi agent based structure. Then, we propose an IT2F based hybrid strategy that combines IT2F programming and IT2F contract net protocol (CNP), where the variables (e.g. due date, completion time and processing time) that gained from manufacturing experts, are presented by IT2F membership functions.
Keywords
expert systems; fuzzy set theory; fuzzy systems; multi-agent systems; scheduling; steel manufacture; IT2F CNP; IT2F based hybrid strategy; IT2F contract net protocol; IT2F membership functions; IT2F multiagent based expert system; IT2F programming; distributed multiagent based structure; interval type 2 fuzzy multiagent based expert system; steel production scheduling; Contracts; Dynamic scheduling; Job shop scheduling; Protocols; Steel;
fLanguage
English
Publisher
ieee
Conference_Titel
IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint
Conference_Location
Edmonton, AB
Type
conf
DOI
10.1109/IFSA-NAFIPS.2013.6608535
Filename
6608535
Link To Document