Cooperative strategies and reactive search are very promising techniques for solving hard optimization problems, since they reduce human intervention required to set up a method when the resolution of an unknown instance is needed. However, as far as we know, a hybrid between both techniques has not yet been proposed in the literature. In this work, we show how reactive search principles can be incorporated into a simple rule-driven centralised cooperative strategy. The proposed method has been tested on the Uncapacitated Single Allocation p-Hub Median Problem, obtaining promising results. © 2009 Springer-Verlag.

Cooperative Strategies and Reactive Search: A Hybrid Model Proposal

Mascia, Franco;Brunato, Mauro
2009-01-01

Abstract

Cooperative strategies and reactive search are very promising techniques for solving hard optimization problems, since they reduce human intervention required to set up a method when the resolution of an unknown instance is needed. However, as far as we know, a hybrid between both techniques has not yet been proposed in the literature. In this work, we show how reactive search principles can be incorporated into a simple rule-driven centralised cooperative strategy. The proposed method has been tested on the Uncapacitated Single Allocation p-Hub Median Problem, obtaining promising results. © 2009 Springer-Verlag.
2009
Learning and Intelligent Optimization: Designing, Implementing and Analyzing Effective Heuristics: Third International Conference, LION 2009 III, Trento, Italy, January 14-18, 2009: Selected Papers
Berlin/Heidelberg
Springer
9783642111686
A. D., Masegosa; Mascia, Franco; D., Pelta; Brunato, Mauro
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/75685
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus 9
  • ???jsp.display-item.citation.isi??? 9
  • OpenAlex ND
social impact