On the computational complexity of coalitional resource games
We study Coalitional Resource Games ( crgs), a variation of Qualitative Coalitional Games ( qcgs) in which each agent is endowed with a set of resources, and the ability of a coalition to bring about a set of goals depends on whether they are collectively endowed with the necessary resources. We inv...
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Veröffentlicht in: | Artificial intelligence 2006-07, Vol.170 (10), p.835-871 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We study Coalitional Resource Games (
crgs), a variation of Qualitative Coalitional Games (
qcgs) in which each agent is endowed with a set of resources, and the ability of a coalition to bring about a set of goals depends on whether they are collectively endowed with the necessary resources. We investigate and classify the computational complexity of a number of natural decision problems for
crgs, over and above those previously investigated for
qcgs in general. For example, we show that the complexity of determining whether conflict is inevitable between two coalitions with respect to some stated resource bound (i.e., a limit value for every resource) is co-
np-complete. We then investigate the relationship between
crgs and
qcgs, and in particular the extent to which it is possible to translate between the two models. We first characterise the complexity of determining equivalence between
crgs and
qcgs. We then show that it is always possible to translate any given
crg into a
succinct equivalent
qcg, and that it is not always possible to translate a
qcg into an equivalent
crg; we establish some necessary and some sufficient conditions for a translation from
qcgs to
crgs to be possible, and show that even where an equivalent
crg exists, it may have size exponential in the number of goals and agents of its source
qcg. |
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ISSN: | 0004-3702 1872-7921 |
DOI: | 10.1016/j.artint.2006.03.003 |