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Construct, Merge, Solve & Adapt A Hybrid Metaheuristic for Combinatorial Optimization /

This book describes a general hybrid metaheuristic for combinatorial optimization labeled Construct, Merge, Solve & Adapt (CMSA). The general idea of standard CMSA is the following one. At each iteration, a number of valid solutions to the tackled problem instance are generated in a probabilisti...

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Detalles Bibliográficos
Autor principal: Blum, Christian (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Lenguaje:inglés
Publicado: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Edición:1st ed. 2024.
Colección:Computational Intelligence Methods and Applications,
Materias:
Artificial intelligence.
Computational intelligence.
Computer science.
Operations research.
Management science.
Computer simulation.
Artificial Intelligence.
Computational Intelligence.
Theory of Computation.
Operations Research, Management Science.
Computer Modelling.
Acceso en línea:https://doi.org/10.1007/978-3-031-60103-3
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Tabla de Contenidos:
  • Introduction to CMSA
  • Self-Adaptive CMSA
  • Adding Learning to CMSA
  • Replacing Hard Mathematical Models with Set Covering Formulations
  • Application of CMSA in the Presence of Non-Binary Variables
  • Additional Research Lines Concerning CMSA.

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