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
Link To Document :
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