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Parallel Metaheuristic Search

In: Handbook of Heuristics

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  • Teodor Gabriel Crainic

    (Logistics and Transportation, CIRRELT – Interuniversity Research Centre on Enterprise Networks
    Université du Québec à Montréal, School of Management)

Abstract

The chapter presents a general picture of parallel meta-heuristic search for optimization. It recalls the main concepts and strategies in designing parallel meta-heuristics, pointing to a number of contributions that instantiated them for neighborhood- and population-based meta-heuristics, and identifies trends and promising research directions. The focus is on cooperation-based strategies, which display remarkable performances, in particular strategies based on asynchronous exchanges and the creation of new information out of exchanged data to enhance the global guidance of the search.

Suggested Citation

  • Teodor Gabriel Crainic, 2018. "Parallel Metaheuristic Search," Springer Books, in: Rafael Martí & Panos M. Pardalos & Mauricio G. C. Resende (ed.), Handbook of Heuristics, chapter 28, pages 809-847, Springer.
    • Handle: RePEc:spr:sprchp:978-3-319-07124-4_40
    DOI: 10.1007/978-3-319-07124-4_40
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