• 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