Jesús-Adolfo Mejía-de-Dios
- http://bi-level.org
- jmejia@bi-level.org
Using mathematical foundations for solving bi-level optimizations problems.
Latest Posts
Curso de Julia
En este curso aprenderás las bases de programación en Julia, desde cómo definir variables y funciones, hasta cómo crear un paquete. Primero aprenderemos a instalar un entorno de Julia. Luego, […]
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On Misleading Solutions in Evolutionary Bilevel Optimization
Misleading 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
Thousands 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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SAC 2020: An efficient metaheuristic for bi-level optimization
A presentation related to my PhD work on “an efficient metaheuristic for bi-level optimization” (in Spanish). Download the presentation here.
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Bilevel Optimization Without Tears
This 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 such as global optimization, […]
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SABO
Surrogate assisted Metaheuristic for Bilevel Optimization Source code will be available soon…
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Julia
Recursos interesantes sobre Julia. Instalar Julia: Nivel Principiante Si estás aprendiendo Julia y quieres empezar sin complicaciones, te recomiendo instalar JuliaPro el cual es un IDE que instala editor de […]
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Introducción al Cómputo Inteligente
Resumen: En este tutorial se da una introducción al Computo Inteligente. Se abordarán, principalmente, los algoritmos basados en metáforas biológicas como la evolución natural o comportamientos cooperativos entre organismos simples […]
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BCAP for the Automated Parameter Tuning
This 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
Abstract . 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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