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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…

Computational Complexity · Computer Science 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…

Probability · Mathematics 2025-02-17 Alan Frieze , Wesley Pegden

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…

Neural and Evolutionary Computing · Computer Science 2017-06-22 Krishnendu Chatterjee , Rasmus Ibsen-Jensen , Martin A. Nowak

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…

Computational Engineering, Finance, and Science · Computer Science 2013-08-01 Josep Diaz , Leslie Ann Goldberg , George B. Mertzios , David Richerby , Maria Serna , Paul G. 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…

Populations and Evolution · Quantitative Biology 2015-05-25 Karan Pattni , Mark Broom , Jan Rychtar , Lara J. Silvers

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…

Data Structures and Algorithms · Computer Science 2023-03-15 Leslie Ann Goldberg , Marc Roth , Tassilo Constantin Schwarz

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…

Probability · Mathematics 2019-07-16 Leslie Ann Goldberg , John Lapinskas , David Richerby

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…

Populations and Evolution · Quantitative Biology 2015-04-23 Laura Hindersin , Arne Traulsen

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…

Data Structures and Algorithms · Computer Science 2022-04-26 Joachim Brendborg , Panagiotis Karras , Andreas Pavlogiannis , Asger Ullersted Rasmussen , Josef Tkadlec

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…

Probability · Mathematics 2026-01-14 David A. Brewster , Yichen Huang , Michael Mitzenmacher , Martin A. Nowak

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,…

Discrete Mathematics · Computer Science 2016-11-08 George Giakkoupis

We study fixation probabilities for the Moran stochastic process for the evolution of a population with three or more types of individuals and frequency-dependent fitnesses. Contrarily to the case of populations with two types of…

Populations and Evolution · Quantitative Biology 2018-11-26 Eliza M. Ferreira , Armando G. M. Neves

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…

Populations and Evolution · Quantitative Biology 2015-02-12 Fernando Alcalde Cuesta , Pablo González Sequeiros , Álvaro Lozano Rojo

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…

Populations and Evolution · Quantitative Biology 2018-11-27 Evandro P. Souza , Eliza M. Ferreira , Armando G. M. Neves

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…

Populations and Evolution · Quantitative Biology 2016-03-21 Fabio A. C. C. Chalub

The stage of evolution is the population of reproducing individuals. The structure of the population is know to affect the dynamics and outcome of evolutionary processes, but analytical results for generic random structures have been…

Populations and Evolution · Quantitative Biology 2014-07-10 Ben Adlam , Martin A. Nowak

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…

Populations and Evolution · Quantitative Biology 2016-11-14 Laura Hindersin , Marius Möller , Arne Traulsen , Benedikt Bauer

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…

Populations and Evolution · Quantitative Biology 2019-07-31 David Hathcock , Steven H. Strogatz

The well-known Isothermal Theorem was introduced in a Nature Communications article in 2005 and has since contributed to the creation of the rich field of evolutionary graph theory. The theorem states under which conditions certain…

Probability · Mathematics 2024-09-12 Peter Keller , Mert Ugurlu

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…

Computer Science and Game Theory · Computer Science 2013-01-14 Paulo Shakarian , Patrick Roos , Geoffrey Moores
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