• DocumentCode
    837082
  • Title

    A multiobjective dynamic programming method for capacity expansion

  • Author

    Chankong, Vira ; Haimes, Yacov Y. ; Gemperline, David M.

  • Author_Institution
    Khon Kaen University, Khon Kaen, Thailand
  • Volume
    26
  • Issue
    5
  • fYear
    1981
  • fDate
    10/1/1981 12:00:00 AM
  • Firstpage
    1195
  • Lastpage
    1207
  • Abstract
    This paper integrates two existing methodologies-a single-objective dynamic programming method for capacity expansion and the surrogate worth tradeoff (SWT) method for optimizing multiple objectives -into a unified schema. In particular it shows 1) how a multiobjective mixed integer programming formulation representing the multiobjective capacity expansion problem can be translated into a multiobjective dynamic programming formulation, 2) how such DP formulation can be used to generate noninferior solutions, and 3) how tradeoff information can be obtained from solutions in 2). The necessary theoretical machinery for 3) is developed. To demonstrate the computational viability of the proposed schema, an example problem is formulated and solved.
  • Keywords
    Dynamic programming; Costs; Dynamic programming; Energy storage; Linear programming; Optimal scheduling; Optimization methods; Power engineering and energy; Power system modeling; Systems engineering and theory; Water resources;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1981.1102789
  • Filename
    1102789