A Methodology to Determine the Subset of Heuristics for Hyperheuristics through Metalearning for Solving Graph Coloring and Capacitated Vehicle Routing Problems

In this work, we focus on the problem of selecting low-level heuristics in a hyperheuristic approach with offline learning, for the solution of instances of different problem domains. The objective is to improve the performance of the offline hyperheuristic approach, identifying equivalence classes...

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Bibliographic Details
Main Authors: Lucero Ortiz-Aguilar, Martín Carpio, Alfonso Rojas-Domínguez, Manuel Ornelas-Rodriguez, H. J. Puga-Soberanes, Jorge A. Soria-Alcaraz
Format: Article
Language:English
Published: Wiley 2021-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2021/6660572
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