Quasi-Newton Bilevel Centers Algorithm was designed for optimization problems. Julia 1.1.0Download
A physics-inspired algorithm based on the center of mass concep to deal with bilevel optimization problems. Julia 6.x Explanation here.Download
ECA is a physics-inspired algorithm based on the center of mass concept for real-parameter single-objective optimization. Python Matlab Julia C/C++Download
Test problems for bilevel optimization. C/C++ Julia Matlab (external author)Download
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, […]
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 […]
Introduction to Bilevel Optimization
Here, an introduction to bilevel optimization is given. Some examples are also presented.
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.
Surrogate assisted Metaheuristic for Bilevel Optimization Source code will be available soon…
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
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
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 […]
This is a webpage was created to share important contributions on bilevel optimization (BO).
Welcome to bi-level.org
Additional information about my work on bilevel optimization will be detailed here.