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We introduce a new parameter to discuss the behavior of a genetic algorithm. This parameter is the mean number of exact copies of the best fit chromosomes from one generation to the next. We argue that the genetic algorithm should operate…

神经与进化计算 · 计算机科学 2015-12-04 Raphaël Cerf

Biological organisms adapt to changes by processing informations from different sources, most notably from their ancestors and from their environment. We review an approach to quantify these informations by analyzing mathematical models of…

种群与进化 · 定量生物学 2016-03-23 Olivier Rivoire

We study the effects of interspecific correlations in a biological coevolution model in which organisms are represented by genomes of bitstrings. We present preliminary results for this model, indicating that these correlations do not…

种群与进化 · 定量生物学 2007-05-23 Volkan Sevim , Per Arne Rikvold

A deterministic mutation-selection model in the sequence space approach is investigated. Genotypes are identified with two-letter sequences. Mutation is modelled as a Markov process, fitness functions are of Hopfield type, where the fitness…

种群与进化 · 定量生物学 2016-09-08 Tini Garske

We introduce and analyse an individual-based evolutionary model, in which a population of genetically diverse organisms compete with each other for limited resources. Through theoretical analysis and stochastic simulations, we show that the…

种群与进化 · 定量生物学 2012-11-02 Tim Rogers , Alan J. McKane , Axel G. Rossberg

Genetic interactions can strongly influence the fitness effects of individual mutations, yet the impact of these epistatic interactions on evolutionary dynamics remains poorly understood. Here we investigate the evolutionary role of…

种群与进化 · 定量生物学 2014-11-14 Benjamin H. Good , Michael M. Desai

We reconsider the Eigen's quasi-species model for competing self-reproductive macromolecules in populations characterized by a single-peaked fitness landscape. The use of ideas and tools borrowed from polymers theory and statistical…

凝聚态物理 · 物理学 2016-08-31 Stefano Galluccio

Genetic information and environmental factors determine the path of an individuals life and therefore, the evolution of its entire species. We have succeeded in proposing and studying a model that captures this idea. In our model, a…

种群与进化 · 定量生物学 2021-07-28 N. Abadi , G. Abramson

This paper develops a quasispecies model where cells can adopt a two-cell survival strategy. Within this strategy, pairs of cells join together, at which point one of the cells sacrifices its own replicative ability for the sake of the…

种群与进化 · 定量生物学 2009-11-11 Emmanuel Tannenbaum

Mendelian diseases are determined by a single mutation in a given gene. However, in the case of diseases with late onset, the age at onset is variable; it can even be the case that the onset is not observed in a lifetime. Estimating the…

应用统计 · 统计学 2016-07-15 Flora Alarcon , Gregory Nuel , Violaine Plante-Bordeneuve

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

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

Epigenetic histone modifications play an important role in the maintenance of different cell phenotypes. The exact molecular mechanism for inheritance of the modification patterns over cell generations remains elusive. We construct a…

基因组学 · 定量生物学 2014-03-03 Hang Zhang , Xiao-Jun Tian , Abhishek Mukhopadhyay , K. S. Kim , Jianhua Xing

In this study, we provide a relatively simple simulation framework for constructing artificial life (ALife) with both autonomous and evolutionary aspects by extending chemoton model. While the original chemoton incorporates metabolism,…

种群与进化 · 定量生物学 2025-10-17 Kazuya Horibe , Daichi G. Suzuki

We study a family of selection-mutation models of a sexual population structured by a phenotypical trait. The main feature of these models is the asymmetric trait heredity or fecundity between the parents : we assume that each individual…

偏微分方程分析 · 数学 2022-04-11 Benoît Perthame , Martin Strugarek , Cécile Taing

We investigate a multi-locus evolutionary model which is based on the DNA shuffling protocol widely applied in \textit{in vitro} directed evolution. This model incorporates selection, recombination and point mutations. The simplicity of the…

生物物理 · 物理学 2009-11-10 Weiqun Peng , Herbert Levine , Terence Hwa , David A. Kessler

We consider a population of N individuals, whose dynamics through time is represented by a biparental Moran model with two types: an advantaged type and a disadvantaged type. The advantage is due to a mutation, transmitted in a Mendelian…

概率论 · 数学 2024-05-15 Camille Coron , Yves Le Jan

Diversity is an important factor in evolutionary algorithms to prevent premature convergence towards a single local optimum. In order to maintain diversity throughout the process of evolution, various means exist in literature. We analyze…

神经与进化计算 · 计算机科学 2018-10-31 Thomas Gabor , Lenz Belzner , Claudia Linnhoff-Popien

Deep generative models open new avenues for simulating realistic genomic data while preserving privacy and addressing data accessibility constraints. While previous studies have primarily focused on generating gene expression or haplotype…

基因组学 · 定量生物学 2025-08-14 Sihan Xie , Thierry Tribout , Didier Boichard , Blaise Hanczar , Julien Chiquet , Eric Barrey

Enzymes are on the front lines of evolution. All living organisms rely on highly efficient, specific enzymes for growth, sustenance, and reproduction; and many diseases are a consequence of a mutation on an enzyme that affects its catalytic…

分子网络 · 定量生物学 2009-01-07 Nilou Ataie