Benders Subproblem Decomposition for Bilevel Problems with Convex Follower
نویسندگان
چکیده
Bilevel optimization formulates hierarchical decision-making processes that arise in many real-world applications, such as pricing, network design, and infrastructure defense planning. In this paper, we consider a class of bilevel problems which the upper level problem features some integer variables lower enjoys strong duality. We propose dedicated Benders decomposition method for solving problems, decomposes subproblem into two more tractable, sequentially solvable can be interpreted problems. show carries over to an interesting extension connects solution with dual solution, discuss special cases allow sequence-independent decomposition. Several novel schemes generating numerically stable cuts, finding good incumbent accelerating search tree are discussed. A computational study demonstrates benefits proposed state-of-the-art, bilevel-tailored, branch-and-cut method; commercial solver; standard on test motivating applications sequential energy markets.
منابع مشابه
Benders Decomposition for Network Design Problems with Underlying Tree Structure
We present a class of network design problems with underlying tree structure. The problem is formulated as a mixed nonlinear programming model including investment integer variables associated with the equipments to be installed and continuous variables associated with the use of the network. The generalized Benders decomposition method is used to solve it. In this article, we introduce simple ...
متن کاملRESOLUTION METHOD FOR MIXED INTEGER LINEAR MULTIPLICATIVE-LINEAR BILEVEL PROBLEMS BASED ON DECOMPOSITION TECHNIQUE
In this paper, we propose an algorithm base on decomposition technique for solvingthe mixed integer linear multiplicative-linear bilevel problems. In actuality, this al-gorithm is an application of the algorithm given by G. K. Saharidis et al for casethat the rst level objective function is linear multiplicative. We use properties ofquasi-concave of bilevel programming problems and decompose th...
متن کاملBenders Decomposition for Mixed- Integer Hydrothermal Problems by Lagrangean Relaxation
Decomposition models with integer variables usually decompose into a master problem that comprises all the integer variables and subproblems, which evaluate the remaining variables. Subproblems with integer variables introduce additional difficulties and require the use of nonlinear duality theory. In this paper we address the solution of a mixed integer hydrothermal coordination problem combin...
متن کاملA Benders decomposition based framework for solving cable trench problems
In this work, we present an algorithmic framework based on Benders decomposition for the Capacitated p-Cable Trench Problem with Covering. We show that our approach can be applied to most variants of the Cable Trench Problem (CTP) that have been considered in the literature. The proposed algorithm is augmented with a stabilization procedure to accelerate the convergence of the cut loop and with...
متن کاملLogic-Based Benders Decomposition
Benders decomposition uses a strategy of “learning from one’s mistakes.” The aim of this paper is to extend this strategy to a much larger class of problems. The key is to generalize the linear programming dual used in the classical method to an “inference dual.” Solution of the inference dual takes the form of a logical deduction that yields Benders cuts. The dual is therefore very different f...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Informs Journal on Computing
سال: 2022
ISSN: ['1091-9856', '1526-5528']
DOI: https://doi.org/10.1287/ijoc.2021.1128