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Heuristic Methods for Optimal Coalition Structure Generation

  • Amir Hussin
  • Shaheen FatimaEmail author
Conference paper
Part of the Lecture Notes in Computer Science book series (LNCS, volume 10207)

Abstract

The problem of finding the optimal coalition structure arises frequently in multiagent systems. Heuristic approaches for solving this problem are needed because of its computational complexity. This paper studies two such approaches: tabu search and simulated annealing. Through simulations we show that tabu search generates better quality solutions than simulated annealing for coalition games in characteristic function form and those in partition function form.

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Copyright information

© Springer International Publishing AG 2017

Authors and Affiliations

  1. 1.Department of Computer ScienceLoughborough UniversityLoughboroughUK

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