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相关论文: Fixation probability on clique-based graphs

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Evolutionary graph theory studies the evolutionary dynamics in a population structure given as a connected graph. Each node of the graph represents an individual of the population, and edges determine how offspring are placed. We consider…

神经与进化计算 · 计算机科学 2017-06-22 Krishnendu Chatterjee , Rasmus Ibsen-Jensen , Martin A. Nowak

We consider the Moran process in a graph called the "star" and obtain the asymptotic expression for the fixation probability of a single mutant when the size of the graph is large. The expression obtained corrects the previously known…

种群与进化 · 定量生物学 2016-03-21 Fabio A. C. C. Chalub

The Moran process models the spread of genetic mutations through a population. A mutant with relative fitness $r$ is introduced into a population and the system evolves, either reaching fixation (in which every individual is a mutant) or…

计算工程、金融与科学 · 计算机科学 2013-08-01 Josep Diaz , Leslie Ann Goldberg , George B. Mertzios , David Richerby , Maria Serna , Paul G. Spirakis

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

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

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

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 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

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

We consider the modified Moran process on graphs to study the spread of genetic and cultural mutations on structured populations. An initial mutant arises either spontaneously (aka \emph{uniform initialization}), or during reproduction (aka…

离散数学 · 计算机科学 2018-05-15 Andreas Pavlogiannis , Josef Tkadlec , Krishnendu Chatterjee , Martin A. Nowak

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

Inspired by recent works on evolutionary graph theory, an area of growing interest in mathematical and computational biology, we present the first known examples of undirected structures acting as suppressors of selection for any fitness…

种群与进化 · 定量生物学 2017-11-01 Fernando Alcalde Cuesta , Pablo González Sequeiros , Álvaro Lozano Rojo

Population structures can be crucial determinants of evolutionary processes. For the Moran process on graphs certain structures suppress selective pressure, while others amplify it (Lieberman et al. 2005 Nature 433 312-316). Evolutionary…

概率论 · 数学 2014-08-12 Alastair Jamieson-Lane , Christoph Hauert

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

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 study the effect of the mutant's degree on the fixation probability, extinction and fixation times, in the Moran process on Erd\"{o}s-R\'{e}nyi and Barab\'{a}si-Albert graphs. We performed stochastic simulations and use mean-field type…

种群与进化 · 定量生物学 2025-05-30 Javad Mohamadichamgavi , Jacek Miȩkisz

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

In evolutionary dynamics, a key measure of a mutant trait's success is the probability that it takes over the population given some initial mutant-appearance distribution. This "fixation probability" is difficult to compute in general, as…

种群与进化 · 定量生物学 2022-02-18 Alex McAvoy , Benjamin Allen

Fixation probabilities are essential for characterizing stochastic evolutionary dynamics, but analytical results remain limited mainly to systems with two competing types. We develop a perturbative framework to compute fixation…

种群与进化 · 定量生物学 2026-04-15 Ian Braga , Lucas Wardil , Ricardo Martinez-Garcia

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
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