Algorithm Portfolios Advances, Applications, and Challenges

This book covers algorithm portfolios, multi-method schemes that harness optimization algorithms into a joint framework to solve optimization problems. It is expected to be a primary reference point for researchers and doctoral students in relevant domains that seek a quick exposure to the field. Th...

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Bibliographic Details
Main Authors: Souravlias, Dimitris, Parsopoulos, Konstantinos E. (Author), Kotsireas, Ilias S. (Author), Pardalos, Panos M. (Author)
Format: eBook
Published: Cham Springer International Publishing 2021, 2021
Edition:1st ed. 2021
Series:SpringerBriefs in Optimization
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 1. Metaheuristic optimization algorithms
  • 2. Algorithm portfolios
  • 3. Selection of constituent algorithms
  • 4. Allocation of computation resources
  • 5. Sequential and parallel models
  • 6. Recent applications
  • 7. Epilogue
  • References