Applying machine learning techniques to metaheuristic algorithms to solve combinatorial optimization problems

• Main Authors: Garcia - Conejeros, Jose
• Other Authors: Pontificia Universidad Catolica De Valparaiso
• Format: Report
• Language: unknown
• Published: 2023
• Subjects: Machine Learning Metaheuristics Combinatorial problems; Ingenieria De Sistemas Y Comunicaciones; Magallanes; Valparaíso; Bío Bío; General Bernardo O'Higgins; Antártica
• Online Access: https://hdl.handle.net/10533/48336

3 The machine learning binary operator allows improving the quality of the solutions or the convergence time of the metaheuristic algorithms when solving COP. TOTAL In the different experiments carried out, the Multidimensional Knapsack, Multi-demand multidimensional knapsack, Set-union knapsack, an...