caa a22 4500 606217053 CHVBK 20210128101106.0 cr unu---uuuuu 210128e20150101xx s 000 0 eng 10.1007/s10598-014-9260-z doi (NATIONALLICENCE)springer-10.1007/s10598-014-9260-z Investigating the Dynamics of Prisoner's Dilemma Models with Hidden Markov Models [Elektronische Daten] [D. Pivovarchuk, E. Rovenskaya] The article proposes a methodology that can be applied to study complex dynamical systems consisting of a large number of interacting elements (components) in the case when their interactions are essentially prone to random factors. The key issue in the study of a dynamical system is the availability of an efficient method to describe its dynamics. The article proposes an approach to the description of aggregated dynamics of systems consisting of identical interacting elements. The approach is demonstrated in application to an iterated N-player Prisoner's Dilemma game. The proposed approach and the methodology of hidden Markov models are used to examine two applied problems involving classification of partially observable trajectories of the model. Springer Science+Business Media New York, 2014 iterated games nationallicence Markov models nationallicence Pivovarchuk D. Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow, Russia aut Rovenskaya E. Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow, Russia aut Computational Mathematics and Modeling Springer US; http://www.springer-ny.com 26/1(2015-01-01), 120-133 1046-283X 26:1<120 2015 26 10598 https://doi.org/10.1007/s10598-014-9260-z text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s10598-014-9260-z text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Pivovarchuk D. Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow, Russia aut NATIONALLICENCE 700 1- Rovenskaya E. Lomonosov Moscow State University, Faculty of Computation Mathematics and Cybernetics, Moscow, Russia aut NATIONALLICENCE 773 0- Computational Mathematics and Modeling Springer US; http://www.springer-ny.com 26/1(2015-01-01), 120-133 1046-283X 26:1<120 2015 26 10598