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Hamilton Cycles in Random Intersection Graphs

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Years and Authors of Summarized Original Work

  • 2005; Efthymiou, Spirakis

Problem Definition

E. Marczewski proved that every graph can be represented by a list of sets where each vertex corresponds to a set and the edges to nonempty intersections of sets. It is natural to ask what sort of graphs would be most likely to arise if the list of sets is generated randomly.

Consider the model of random graphs where each vertex chooses randomly from a universal set the members of its corresponding set, each independently of the others. The probability space that is created is the space of random intersection graphs, \( { G_{n,m,p} } \), where n is the number of vertices, m is the cardinality of a universal set of elements and p is the probability for each vertex to choose an element of the universal set. The model of random intersection graphs was first introduced by M. Karońsky, E. Scheinerman, and K. Singer-Cohen in [4]. A rigorous definition of the model of random intersection graphs follows:

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Recommended Reading

  1. Alon N, Spencer JH (2000) The probabilistic method, 2nd edn. Wiley, New York

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  8. Nikoletseas S, Raptopoulos C, Spirakis P (2004) The existence and efficient construction of large independent sets in general random intersection graphs. In: Proceedings of the 31st ICALP. LNCS, vol 3142. Springer, Berlin/Heidelberg, pp 1029–1040

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Efthymiou, C., Spirakis, P.(. (2016). Hamilton Cycles in Random Intersection Graphs. In: Kao, MY. (eds) Encyclopedia of Algorithms. Springer, New York, NY. https://doi.org/10.1007/978-1-4939-2864-4_176

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