Symmetry and collective fluctuations in evolutionary games
نویسندگان
چکیده
We review stochastic evolutionary game theory from a perspective that starts in the very general regression methods of population genetics, and introduces games as a powerful yet flexible framework to unpack the “black box” of development, which generates frequency-dependent fitness maps and which may also structure the transmission process. This approach to evolutionary game theory retains the robustness of regression methods while attempting to progressively refine mechanistic explanations. The tautological nature of normal-form games, and their refinement with the extensive form, are compared as characterizations of mechanism. We develop symmetry as the core concept to classify evolutionary game models, and symmetry breaking as the source of robust multiscale dynamics. Stochastic population processes generally produce regression models that depend on scale, and the change of parameters at different scales, as well as the emergence of hierarchical units of selection, is due to collective fluctuations. The current paper surveys aspects of symmetry in games, emphasizing qualitative features. A companion paper develops large-deviation methods for multiscale dynamics in evolutionary game theory, and presents quantitative solutions for some of the scale-dependent models in this paper.
منابع مشابه
Bridging scales with generating functions, and the large-deviations analysis of stochastic evolutionary game theory
We review the problem of quantitative prediction of multiscale dynamical phenomena, for stochastic evolutionary games classified according to their symmetry. We first introduce a “maximumignorance” approach to identifying the many undetermined parameters of a stochastic process if only some coarse representation of the symmetries, such as the first-moment conditions, are known reliably. We then...
متن کاملO ct 1 99 8 Quantum and statistical fluctuations in dynamical symmetry breaking ∗
Dynamical symmetry breaking in an expanding nuclear system is investigated in semi-classical and quantum framework by employing a collective transport model which is constructed to mimic the collective behavior of expanding systems. It is shown that the fluctuations in collective coordinates during the expansion are developed mainly by the enhancement of the initial fluctuations by the driving ...
متن کاملاصول طراحی و نقش بازی های آموزشی رایانه ای در آموزش نابینایان
Teaching students with sensory disabilities have always been of interest to scholars and educational experts. One of the sensory disabilities is blindness. It should be noted that traditional methods of training these individuals do not have the necessary efficiency and it causes the reduction of motivation in the students. Thus, an evolutionary approach is necessary. Most computer games as i...
متن کاملLarge Fluctuations and Fixation in Evolutionary Games
Abstract. We study large fluctuations in evolutionary games belonging to the coordination and anti-coordination classes. The dynamics of these games, modeling cooperation dilemmas, is characterized by a coexistence fixed point separating two absorbing states. We are particularly interested in the problem of fixation that refers to the possibility that a few mutants take over the entire populati...
متن کاملCollective behavior and evolutionary games - An introduction
This is an introduction to the special issue titled “Collective behavior and evolutionary games” that is in the making at Chaos, Solitons & Fractals. The term collective behavior covers many different phenomena in nature and society. From bird flocks and fish swarms to social movements and herding effects [1–5], it is the lack of a central planner that makes the spontaneous emergence of sometim...
متن کامل