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The follower optimality cuts for mixed integer linear bilevel programming problems

Academic Article
Publication Date:
2023
abstract:
We study linear bilevel programming problems, where (some of) the leader and the follower variables are restricted to be integer. A discussion on the relationships between the optimistic and the pessimistic setting is presented, providing necessary and sufficient conditions for them to be equivalent. A new class of inequalities, the follower optimality cuts, is introduced. They are used to derive a single level non compact reformulation of a bilevel problem, both for the optimistic and for the pessimistic case. The same is done for a family of known inequalities, the no-good cuts, and a polyhedral comparison of the related formulations is carried out. Finally, for both the optimistic and the pessimistic approach, we present a branch-and-cut algorithm and discuss computational results.
Iris type:
01.01 Articolo in rivista
Keywords:
bi; integer programming
List of contributors:
Mattia, Sara
Authors of the University:
MATTIA SARA
Handle:
https://iris.cnr.it/handle/20.500.14243/433830
Published in:
SOFT COMPUTING
Journal
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