Optimization
Multiobjective Bilevel Optimization: A Survey of the State-of-the-Art
Jesús-Adolfo Mejía-de-DiosThis survey aims to study the solution approaches proposed to solve Multi-Objective Bilevel Optimization (MOBO) problems, including exact methods and approximate techniques such as meta-heuristics.
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On Misleading Solutions in Evolutionary Bilevel Optimization
Jesús-Adolfo Mejía-de-DiosMisleading solutions or pseudo-feasible solutions in Bilevel Optimization are infeasible solutions that has the same objective function values (considering both level) that the optimum one.
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Bi-level Optimization Bibliography
Jesús-Adolfo Mejía-de-DiosThousands of bibliographic references on bi-level optimization. Bi-level optimization consists of solving an optimization problem with another optimization problem as a constraint.
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Tutorial: Bilevel Optimization Without Tears
Jesús-Adolfo Mejía-de-DiosThis tutorial offers a gentle introduction to bilevel optimization (BO) by using practical examples but highlighting the main differences between BO and other traditional optimization tasks.
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SABO
Jesús-Adolfo Mejía-de-DiosSurrogate assisted Metaheuristic for Bilevel Optimization Source code will be available soon…
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BCAP for the Automated Parameter Tuning
Jesús-Adolfo Mejía-de-DiosThis work presents a proposal for automated parameter tuning modeled with a hierarchical optimization structure. A framework is proposed in order to handle the randomness and noise from results for […]
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A Physics-Inspired Algorithm for Bilevel Optimization
Jesús-Adolfo Mejía-de-DiosAbstract . This paper presents the application of a physics-inspired algorithm based on the center of mass concept, called Bilevel Centers Algorithm (BCA), to deal with bilevel optimization problems. The […]
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