Work

Machine learning-enhanced column generation for large-scale capacity planning problems

Year: 2026

Type: article

Source: Computers & Industrial Engineering

DOI: 10.1016/j.cie.2026.112398

Authors: Felipe Keim, Víctor Bucarey, Qi Zhang, Angela Flores-Quiroz

Institutions: University of Chile, University of O'Higgins, Complex Engineering System Institute, University of Minnesota

Language: English

Topic: Advanced Optimization Algorithms Research

Subfield: Numerical Analysis

Field: Mathematics

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: closed

Funder: Agencia Nacional de Investigación y Desarrollo

Awards: DESCARBONIZANDO LOS SISTEMAS DE ENERGIA BAJO DIVERSAS FUENTES DE INCERTIDUMBRE METODOS Y MODELOS AVANZADOS DE OPTIMIZACION, G9000842060, G9000842473, G9000844195

OpenAlex ID: W7214740200

FWCI: 1.941

Cites: 26

Cited by: 1

Related to: 10