Coalition Structure Generation with Worst Case Guarantees

@article{Sandholm1999CoalitionSG,
  title={Coalition Structure Generation with Worst Case Guarantees},
  author={T. Sandholm and K. Larson and M. Andersson and O. Shehory and F. Tohm{\'e}},
  journal={Artif. Intell.},
  year={1999},
  volume={111},
  pages={209-238}
}
  • T. Sandholm, K. Larson, +2 authors F. Tohmé
  • Published 1999
  • Mathematics, Computer Science
  • Artif. Intell.
  • Coalition formation is a key topic in multiagent systems. One may prefer a coalition structure that maximizes the sum of the values of the coalitions, but often the number of coalition structures is too large to allow exhaustive search for the optimal one. Furthermore, finding the optimal coalition structure is NP-complete. But then, can the coalition structure found via a partial search be guaranteed to be within a bound from optimum? We show that none of the previous coalition structure… CONTINUE READING
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