DocumentCode
2524485
Title
Multi-objective planning and scheduling
Author
Gong, Jing
Author_Institution
Manage. Sch., Jinan Univ., Guangzhou, China
fYear
2010
fDate
10-12 Sept. 2010
Firstpage
384
Lastpage
388
Abstract
Planning and Scheduling is a decision-making process of allocating limited resources to tasks over time with the goal of optimizing a certain objective. Most of them do not have a polynomial time algorithm and are NP-hard problems. The requirements from a real world application might be that several goals need to be achieved simultaneously, which makes problems even much harder to solve. This paper presents a general framework of a logic-based Benders cut for multi-objective planning and scheduling problems arising in emergency restoration. Disjunctive cuts are generated based on logical inference. Our computational results show that the algorithmic framework allows rapid solution of these problems, enabling the determination of representative points on the efficient frontier set of optimal solutions for a multiple objective optimization problem in emergency management.
Keywords
decision making; emergency services; inference mechanisms; optimisation; planning; resource allocation; scheduling; NP-hard problem; decision making process; emergency restoration; logic based bender cut; logical inference; multiobjective planning; multiobjective scheduling; optimization; resource allocation; Computational modeling; IEL; Programming; Benders Decomposition; Multi-objective Scheduling; Multi-objective optimization; planning and scheduling;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechanical and Electrical Technology (ICMET), 2010 2nd International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-8100-2
Electronic_ISBN
978-1-4244-8102-6
Type
conf
DOI
10.1109/ICMET.2010.5598388
Filename
5598388
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