Dr. Jesús-Adolfo Mejía-de-Dios

https://jmejia.bi-level.org/
adolfomejia@uadec.edu.mx

Full-Time Researcher at Applied Mathematics Research Center, Autonomous University of Coahuila. Dr. Jesús-Adolfo received a BSc degree in mathematics from the University of Veracruz and obtained both master’s and Ph.D. degrees with an honorific mention in Artificial Intelligence from Artificial Intelligence Research Institute at the University of Veracruz. His research interests include Numerical Analysis, Bilevel Optimization, and Intelligent Computing.

Latest Posts

Research groups working on bi-level optimization

June 3, 2023 Jesús-Adolfo Mejía-de-Dios

This is an incomplete list of research groups dedicating their research on bi-level optimization.

misleading pseudo-feasible solution bilevel optimization

On Misleading Solutions in Evolutionary Bilevel Optimization

October 26, 2021 Jesús-Adolfo Mejía-de-Dios

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.

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.

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, constrained optimization and multi-, many-objective optimization.

SABO

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

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

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 […]