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Evolutionary graph theory studies the evolutionary dynamics of populations structured on graphs. A central problem is determining the probability that a small number of mutants overtake a population. Currently, Monte Carlo simulations are…

计算机科学与博弈论 · 计算机科学 2013-01-14 Paulo Shakarian , Patrick Roos , Geoffrey Moores

The Moran process, as studied by [Lieberman, E., Hauert, C. and Nowak, M. Evolutionary dynamics on graphs. Nature 433, pp. 312-316 (2005)], is a stochastic process modeling the spread of genetic mutations in populations. In this process,…

种群与进化 · 定量生物学 2021-07-27 Themistoklis Melissourgos , Sotiris Nikoletseas , Christoforos Raptopoulos , Paul Spirakis

Evolution in finite populations is often modelled using the classical Moran process. Over the last ten years this methodology has been extended to structured populations using evolutionary graph theory. An important question in any such…

种群与进化 · 定量生物学 2015-05-25 Karan Pattni , Mark Broom , Jan Rychtar , Lara J. Silvers

We consider the Moran process, as generalized by Lieberman, Hauert and Nowak (Nature, 433:312--316, 2005). A population resides on the vertices of a finite, connected, undirected graph and, at each time step, an individual is chosen at…

计算复杂性 · 计算机科学 2014-03-21 Josep Díaz , Leslie Ann Goldberg , George B. Mertzios , David Richerby , Maria Serna , Paul G. Spirakis

Evolutionary dynamics on graphs can lead to many interesting and counterintuitive findings. We study the Moran process, a discrete time birth-death process, that describes the invasion of a mutant type into a population of wild-type…

种群与进化 · 定量生物学 2015-04-23 Laura Hindersin , Arne Traulsen

The Moran process on graphs is a popular model to study the dynamics of evolution in a spatially structured population. Exact analytical solutions for the fixation probability and time of a new mutant have been found for only a few classes…

种群与进化 · 定量生物学 2016-11-14 Laura Hindersin , Marius Möller , Arne Traulsen , Benedikt Bauer

We study evolutionary dynamics on graphs in which each step consists of one birth and one death, also known as the Moran processes. There are two types of individuals: residents with fitness $1$ and mutants with fitness $r$. Two standard…

We study the fixation probability for two versions of the Moran process on the random graph $G_{n,p}$ at the threshold for connectivity. The Moran process models the spread of a mutant population in a network. Throughtout the process there…

概率论 · 数学 2025-02-17 Alan Frieze , Wesley Pegden

We consider the classic Moran process modeling the spread of genetic mutations, as extended to structured populations by Lieberman et al.\ (Nature, 2005). In this process, individuals are the vertices of a connected graph $G$. Initially,…

离散数学 · 计算机科学 2016-11-08 George Giakkoupis

The fixation probability of a mutant in the evolutionary dynamics of Moran process is calculated by the Monte-Carlo method on a few families of clique-based graphs. It is shown that the complete suppression of fixation can be realized with…

种群与进化 · 定量生物学 2018-01-17 Jeong-Ok Choi , Unjong Yu

The Moran process is a classic stochastic process that models invasion dynamics on graphs. A single "mutant" (e.g., a new opinion, strain, social trait etc.) invades a population of residents spread over the nodes of a graph. The mutant…

数据结构与算法 · 计算机科学 2022-04-26 Joachim Brendborg , Panagiotis Karras , Andreas Pavlogiannis , Asger Ullersted Rasmussen , Josef Tkadlec

Evolutionary graph theory models the effects of natural selection and random drift on structured populations of competing mutant and non-mutant individuals. Recent studies have found that fixation times in such systems often have…

种群与进化 · 定量生物学 2019-07-31 David Hathcock , Steven H. Strogatz

The Moran process is a random process that models the spread of genetic mutations through graphs. If the graph is connected, the process eventually reaches "fixation", where every vertex is a mutant, or "extinction", where no vertex is a…

概率论 · 数学 2019-07-16 Leslie Ann Goldberg , John Lapinskas , David Richerby

Evolutionary dynamics has been classically studied for homogeneous populations, but now there is a growing interest in the non-homogenous case. One of the most important models has been proposed by Lieberman, Hauert and Nowak, adapting to a…

种群与进化 · 定量生物学 2015-02-12 Fernando Alcalde Cuesta , Pablo González Sequeiros , Álvaro Lozano Rojo

The multi-type Moran process is an evolutionary process on a connected graph $G$ in which each vertex has one of $k$ types and, in each step, a vertex $v$ is chosen to reproduce its type to one of its neighbours. The probability of a vertex…

数据结构与算法 · 计算机科学 2023-03-15 Leslie Ann Goldberg , Marc Roth , Tassilo Constantin Schwarz

We analyze evolutionary dynamics on graphs, where the nodes represent individuals of a population. The links of a node describe which other individuals can be displaced by the offspring of the individual on that node. Amplifiers of…

种群与进化 · 定量生物学 2016-10-27 Laura Hindersin , Arne Traulsen

This paper is based on the complete classification of evolutionary scenarios for the Moran process with two strategies given by Taylor et al. (B. Math. Biol. 66(6): 1621--1644, 2004). Their classification is based on whether each strategy…

种群与进化 · 定量生物学 2018-11-27 Evandro P. Souza , Eliza M. Ferreira , Armando G. M. Neves

Broom and Rycht\'{a}\v{r} [Proc. R. Soc. A (2008) 464, 2609--2627] found an exact solution for the fixation probabilities of the Moran process for a structured population, in which the interaction structure among individuals is given by the…

种群与进化 · 定量生物学 2020-03-19 Evandro P. de Souza , Armando G. M. Neves

Computing the rate of evolution in spatially structured populations is difficult. A key quantity is the fixation time of a single mutant with relative reproduction rate $r$ which invades a population of residents. We say that the fixation…

种群与进化 · 定量生物学 2025-09-18 David A. Brewster , Martin A. Nowak , Josef Tkadlec

Evolutionary dynamics have been traditionally studied in the context of homogeneous populations, mainly described my the Moran process. Recently, this approach has been generalized in \cite{LHN} by arranging individuals on the nodes of a…

离散数学 · 计算机科学 2012-06-22 George B. Mertzios , Sotiris Nikoletseas , Christoforos Raptopoulos , Paul G. Spirakis
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