Bilevel Optimization is a very challenging framework where two players (with different objectives) compete for the definition of the final solution. In this paper we address a generic mixed-integer bilevel linear program, i.e., a bilevel optimization problem where the objective functions and constraints are all linear, and some variables are required to take integer values. We briefly describe some main ingredients of a branch-and-cut general-purpose framework for the exact solution (under appropriate assumptions) of mixed-integer bilevel linear programs.
From Mixed-Integer Linear to Mixed-Integer Bilevel Linear Programming
Fischetti M.
2017
Abstract
Bilevel Optimization is a very challenging framework where two players (with different objectives) compete for the definition of the final solution. In this paper we address a generic mixed-integer bilevel linear program, i.e., a bilevel optimization problem where the objective functions and constraints are all linear, and some variables are required to take integer values. We briefly describe some main ingredients of a branch-and-cut general-purpose framework for the exact solution (under appropriate assumptions) of mixed-integer bilevel linear programs.File in questo prodotto:
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