DocumentCode :
1781615
Title :
Solving operating theater facility layout problem using a Multi-Agent system
Author :
Chraibi, Abdelahad ; Kharraja, Said ; Osman, Ibrahim H. ; Elbeqqali, Omar
Author_Institution :
Lab. of Signal & Ind. Process Anal., Univ. of Lyon, Roanne, France
fYear :
2014
fDate :
3-5 Nov. 2014
Firstpage :
207
Lastpage :
212
Abstract :
Operating Theater Layout Problem (OTLP) has a great impact on the productivity and the efficiency of the health process. While solving OTLP, Real-life Operating Theater (OT) sizes are larger than exact methods capacity, this lead to explore other methods as heuristics, metaheuristics or parallel treatment looking for approximate solutions. In this paper we developed a novel approach using a Multi-Agent (MA) Decision Making System (DMS) based on Mixed Integer Linear Programming (MILP) for large-sized OTLP with objective of minimizing total traveling costs. The DMS generates exact solutions in reasonable time and gives the final OT layout in a graphic interface.
Keywords :
cost reduction; decision making; facilities layout; health care; hospitals; integer programming; linear programming; multi-agent systems; MA DMS; OTLP; decision making system; graphic interface; health care; mixed integer linear programming; multiagent system; operating theater facility layout problem; total traveling cost minimization; Algorithm design and analysis; Artificial intelligence; Decision making; Educational institutions; Hospitals; Layout; Facility Layout Problem; Multi-Agent Systems; Operating Theater; Operational research;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Decision and Information Technologies (CoDIT), 2014 International Conference on
Conference_Location :
Metz
Type :
conf
DOI :
10.1109/CoDIT.2014.6996894
Filename :
6996894
Link To Document :
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