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A simple analytical framework to study the molecular quasispecies evolution of finite populations is proposed, in which the population is assumed to be a random combination of the constiyuent molecules in each generation,i.e., linkage…

统计力学 · 物理学 2016-08-31 Domingos Alves , J. F. Fontanari

In evolution theory the concept of a fitness landscape has played an important role, evolution itself being portrayed as a hill-climbing process on a rugged landscape. In this article it is shown that in general, in the presence of other…

适应与自组织系统 · 物理学 2016-11-17 C. R. Stephens

We consider the quasispecies description of a population evolving in both the "master sequence" landscape (where a single sequence is evolutionarily preferred over all others) and the REM landscape (where the fitness of different sequences…

无序系统与神经网络 · 物理学 2009-10-28 Silvio Franz , Luca Peliti

Consider a mathematical model of evolutionary adaptation of fitness landscape and mutation matrix as a reaction to population changes. As a basis, we use an open quasispecies model, which is modified to include explicit death flow. We…

种群与进化 · 定量生物学 2020-11-25 Igor Samokhin , Tatiana Yakushkina , Alexander S. Bratus

This review is about statistical genetics, an interdisciplinary topic between statistical physics and population biology. The focus is on the phase of quasi-linkage equilibrium (QLE). Our goals here are to clarify under which conditions the…

种群与进化 · 定量生物学 2023-04-07 Vito Dichio , Hong-Li Zeng , Erik Aurell

The concept of fitness is introduced, and a simple derivation of the Fundamental Theorem of Natural Selection (which states that the average fitness of a population increases if its variance is nonzero) is given. After a short discussion of…

凝聚态物理 · 物理学 2008-02-03 Luca Peliti

We explore some aspects of the relationship between biological evolution processes and the mathematical theory of records. For Eigen's quasispecies model with an uncorrelated fitness landscape, we show that the evolutionary trajectories…

种群与进化 · 定量生物学 2009-11-10 Joachim Krug , Kavita Jain

We introduce an evolutionary algorithm called recombinator-$k$-means for optimizing the highly non-convex kmeans problem. Its defining feature is that its crossover step involves all the members of the current generation, stochastically…

机器学习 · 计算机科学 2022-02-10 Carlo Baldassi

We introduce a new model of evolution on a fitness landscape possessing a tunable degree of neutrality. The model allows us to study the general properties of molecular species undergoing neutral evolution. We find that a number of…

adap-org · 物理学 2007-05-23 M. E. J. Newman , Robin Engelhardt

The influence of time-dependent fitnesses on the infinite population dynamics of simple genetic algorithms (without crossover) is analyzed. Based on general arguments, a schematic phase diagram is constructed that allows one to characterize…

生物物理 · 物理学 2007-05-23 Christopher Ronnewinkel , Claus O. Wilke , Thomas Martinetz

I consider a class of fitness landscapes, in which the fitness is a function of a finite number of phenotypic "traits", which are themselves linear functions of the genotype. I show that the stationary trait distribution in such a landscape…

无序系统与神经网络 · 物理学 2009-11-07 Luca Peliti

Viruses present an amazing genetic variability. An ensemble of infecting viruses, also called a viral quasispecies, is a cloud of mutants centered around a specific genotype. The simplest model of evolution, whose equilibrium state is…

种群与进化 · 定量生物学 2026-01-14 Maxime Berger , Raphaël Cerf

This paper develops a simplified model for sexual replication within the quasispecies formalism. We assume that the genomes of the replicating organisms are two-chromosomed and diploid, and that the fitness is determined by the number of…

种群与进化 · 定量生物学 2007-05-23 Emmanuel Tannenbaum

Predicting the adaptation of populations to a changing environment is crucial to assess the impact of human activities on biodiversity. Many theoretical studies have tackled this issue by modeling the evolution of quantitative traits…

偏微分方程分析 · 数学 2022-06-28 Jimmy Garnier , O Cotto , T Bourgeron , E Bouin , T Lepoutre , O Ronce , V Calvez

Horizontal gene transfer consists in exchanging genetic materials between microorganisms during their lives. This is a major mechanism of bacterial evolution and is believed to be of main importance in antibiotics resistance. We consider a…

概率论 · 数学 2019-12-18 Nicolas Champagnat , Sylvie Méléard , Viet Chi Tran

In this research, we present a generalized quasispecies model in which population growth is governed by an arbitrary nonlinear function incorporating time delays. We begin by demonstrating that, under the constant population constraint, the…

动力系统 · 数学 2025-08-19 Nolbert Morales , Edward A. Turner

Large populations may contain numerous simultaneously segregating polymorphisms subject to natural selection. Since selection acts on individuals whose fitness depends on many loci, different loci affect each other's dynamics. This leads to…

种群与进化 · 定量生物学 2011-08-09 Richard A. Neher , Boris I. Shraiman

The phase of Quasi-Linkage Equilibrium (QLE) in evolutionary populations is analogous to the thermal equilibrium state in statistical mechanics, a concept pioneered by Kimura in 1965 for two-locus two-allele models. QLE describes a…

种群与进化 · 定量生物学 2026-05-22 Yu-Han Huang , Bastien Dumont , Hong-Li Zeng , John Barton , Erik Aurell

We consider an asexual population evolving on rugged fitness landscapes which are defined on the multi-dimensional genotypic space and have many local optima. We track the most populated genotype as it changes when the population jumps from…

种群与进化 · 定量生物学 2009-11-13 Kavita Jain

Evolutionary dynamics in an uncorrelated rugged fitness landscape is studied in the framework of Eigen's molecular quasispecies model. We consider the case of strong selection, which is analogous to the zero temperature limit in the…

统计力学 · 物理学 2007-05-23 Joachim Krug