4.4 Article

Disjunctive cuts for continuous linear bilevel programming

期刊

OPTIMIZATION LETTERS
卷 1, 期 3, 页码 259-267

出版社

SPRINGER HEIDELBERG
DOI: 10.1007/s11590-006-0024-3

关键词

Linear bilevel programming; Disjunctive cuts; Global optimization

资金

  1. FCAR [NC72792]
  2. NSERC [239436-01, ES D3-317862-2005]
  3. AFOSR [FA9550-04-1-0235]

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This work shows how disjunctive cuts can be generated for a bilevel linear programming problem (BLP) with continuous variables. First, a brief summary on disjunctive programming and bilevel programming is presented. Then duality theory is used to reformulate BLP as a disjunctive program and, from there, disjunctive programming results are applied to derive valid cuts. These cuts tighten the domain of the linear relaxation of BLP. An example is given to illustrate this idea, and a discussion follows on how these cuts may be incorporated in an algorithm for solving BLP.

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