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
About
Jesús-Adolfo Mejía-de-DiosThis website is dedicated to share resource on evolutionary bilevel optimization. Here, we provide a comprehensive collection of tutorials, software links, and informative posts covering various aspects of bilevel optimization and related subjects.
Read more...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.
Read more...Research groups working on bi-level optimization
Jesús-Adolfo Mejía-de-DiosThis is an incomplete list of research groups dedicating their research on bi-level optimization.
Read more...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.
Read more...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.
Read more...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.
Read more...SABO
Jesús-Adolfo Mejía-de-DiosSurrogate assisted Metaheuristic for Bilevel Optimization Source code will be available soon…
Read more...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 […]
Read more...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 […]
Read more...QBCA
Jesús-Adolfo Mejía-de-DiosQuasi-Newton Bilevel Centers Algorithm was designed for optimization problems. Julia 1.1.0
Read more...