Bi-level Optimization

QBCA

Quasi-Newton Bilevel Centers Algorithm was designed for optimization problems. Julia 1.1.0

BCA

A physics-inspired algorithm based on the center of mass concep to deal with bilevel optimization problems. Julia 6.x Explanation here.

ECA

ECA is a physics-inspired algorithm based on the center of mass concept for real-parameter single-objective optimization. Python Matlab Julia C/C++

SMD

Test problems for bilevel optimization. C/C++ Julia Matlab (external author)

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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, […]

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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About us

This is a webpage was created to share important contributions on bilevel optimization (BO).

Dr. Jesús-Adolfo Mejía-de-Dios

Full-Time Researcher at Applied Mathematics Research Center, Autonomous University of Coahuila. Short Bio Dr. Jesús-Adolfo received a BSc degree in mathematics from the University of Veracruz and obtained both master’s […]

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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.

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.

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.

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, […]

SABO

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

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 […]

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 […]

Welcome to bi-level.org

Additional information about my work on bilevel optimization will be detailed 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, […]

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 […]

Introduction to Bilevel Optimization

Here, an introduction to bilevel optimization is given. Some examples are also presented.

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On Misleading Solutions in Evolutionary Bilevel Optimization