Abstract
In this paper, we introduce a clas stochastic programming problem with fixed charge recourse in which a fixed cost is imposed if the value of the continuous recourse variable is strictly positive. The algorithm of a branch-and-cut method to solve the problem is developed by using the property of the expected recourse function. Then, the problem is applied to a power generating system. The numerical experiments show that the proposed algorithm is quite efficient. The mathematical programming model defined in this paper is quite useful for a variety of design and operational problems.
Original language | English |
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Pages (from-to) | 299-314 |
Number of pages | 16 |
Journal | Journal of the Operations Research Society of Japan |
Volume | 50 |
Issue number | 4 |
DOIs | |
Publication status | Published - 2007 Dec |
Externally published | Yes |
Keywords
- Branch-and-cut
- Generation planning
- Stochastic optimization
- Stochastic programming with fixed charge recourse
ASJC Scopus subject areas
- Decision Sciences(all)
- Management Science and Operations Research