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
Link To Document :
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