DocumentCode :
3470538
Title :
On an expert system with multicriteria Tabu search for multiobjective project scheduling
Author :
Nabrzyski, Jaroslaw ; Weglarz, Jan
Author_Institution :
Poznan Supercomput. & Networking Center, Poland
fYear :
1997
fDate :
9-12 Sep 1997
Firstpage :
287
Lastpage :
291
Abstract :
We present a decision support system for multiobjective project scheduling problems under multiple category resource constraints. It handles quite a general class of nonpreemptive scheduling problems with renewable, nonrenewable and doubly-constrained resources, multiple performing modes of activities, precedence constraints in the form of an activity network and multiple project performance criteria of time and cost type. The system uses a multicriteria decision making and an expert system approaches together with a Tabu search (TS) method for solving the above class of problems. We concentrate on the interactions of the TS algorithms and a knowledge base of the expert system, containing knowledge that concerns different aspects of TS technology, resources and schedules
Keywords :
decision support systems; decision theory; expert systems; project management; scheduling; search problems; activity network; decision support system; doubly-constrained resources; expert system; multicriteria Tabu search; multiobjective project scheduling; multiple category resource constraints; multiple project performance criteria; nonpreemptive scheduling problems; nonrenewable resources; precedence constraints; renewable resources; Chemistry; Computational modeling; Costs; Decision making; Decision support systems; Expert systems; Job shop scheduling; Mathematical model; Processor scheduling; Scheduling algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Technologies and Factory Automation Proceedings, 1997. ETFA '97., 1997 6th International Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
0-7803-4192-9
Type :
conf
DOI :
10.1109/ETFA.1997.616284
Filename :
616284
Link To Document :
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