Jesús-Adolfo Mejía-de-Dios

http://bi-level.org
jmejia@bi-level.org

Using mathematical foundations for solving bi-level optimizations problems.

Latest Posts

Bi-level Optimization Bibliography

July 5, 2021 Jesús-Adolfo Mejía-de-Dios

Thousands of bibliographic references on bi-level optimization. Bi-level optimization consists of solving an optimization problem with another optimization problem as a constraint.

SAC 2020: An efficient metaheuristic for bi-level optimization

December 17, 2020 Jesús-Adolfo Mejía-de-Dios

A presentation related to my PhD work on “an efficient metaheuristic for bi-level optimization” (in Spanish). Download the presentation here.

Bilevel Optimization Without Tears

June 19, 2020 Jesús-Adolfo Mejía-de-Dios

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, […]

SABO

May 29, 2020 Jesús-Adolfo Mejía-de-Dios

Surrogate assisted Metaheuristic for Bilevel Optimization Source code will be available soon…

Julia

January 23, 2020 Jesús-Adolfo Mejía-de-Dios

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 […]

Introducción al Cómputo Inteligente

August 28, 2019 Jesús-Adolfo Mejía-de-Dios

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 […]

BCAP for the Automated Parameter Tuning

August 1, 2019 Jesús-Adolfo Mejía-de-Dios

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 […]

A Physics-Inspired Algorithm for Bilevel Optimization

May 10, 2019 Jesús-Adolfo Mejía-de-Dios

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 […]