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E. Bonabeau, “Agent-Based Modeling: Methods and Te chniques for Simulating Human Systems,” Proceedings of the National Academy of Sciences of the United States of America, Vol. 99, No. 3, 2002, pp. 7280-7287. http://dx.doi.org/10.1073/pnas.082080899

has been cited by the following article:

  • TITLE: A New Formula for Partitions in a Set of Entities into Empty and Nonempty Subsets, and Its Application to Stochastic and Agent-Based Computational Models

    AUTHORS: Ghennadii Gubceac, Roman Gutu, Florentin Paladi

    KEYWORDS: Partitions; Agent-Based Models; Stochastic Processes; Complex Systems

    JOURNAL NAME: Applied Mathematics, Vol.4 No.10C, October 4, 2013

    ABSTRACT: In combinatorics, a Stirling number of the second kind S (n,k) is the number of ways to partition a set of n objects into k nonempty subsets. The empty subsets are also added in the models presented in the article in order to describe properly the absence of the corresponding type i of state in the system, i.e. when its “share” Pi =0. Accordingly, a new equation for partitions P (N, m) in a set of entities into both empty and nonempty subsets was derived. The indistinguishableness of particles (N identical atoms or molecules) makes only sense within a cluster (subset) with the size0≤ni ≥N. The first-order phase transition is indeed the case of transitions, for example in the simplest interpretation, from completely liquid statetypeL = {n1 =N, n2 = 0} to the completely crystalline statetypeC= {n1 =0, n2 = N }. These partitions are well distinguished from the physical point of view, so they are ‘typed’ differently in the model. Finally, the present developments in the physics of complex systems, in particular the structural relaxation of super-cooled liquids and glasses, are discussed by using such stochastic cluster-based models.