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Modelling the process of recombination leads to a large coupled nonlinear dynamical system. Here, we consider a particular case of recombination in {\em discrete} time, allowing only for {\em single crossovers}. While the analogous dynamics…

种群与进化 · 定量生物学 2011-01-12 Ute von Wangenheim , Ellen Baake , Michael Baake

A probability model is presented for the dynamics of mutation-selection balance in a haploid infinite-population infinite-sites setting sufficiently general to cover mutation-driven changes in full age-specific demographic schedules. The…

种群与进化 · 定量生物学 2007-05-23 David Steinsaltz , Steven N. Evans , Kenneth W. Wachter

The nonlinear recombination equation from population genetics has a long history and is notoriously difficult to solve, both in continuous and in discrete time. This is particularly so if one aims at full generality, thus also including…

经典分析与常微分方程 · 数学 2016-10-26 Ellen Baake , Michael Baake

In this paper, we consider the evolution of an (infinitely large) population under recombination and additional evolutionary forces, modelled by a measure-valued ordinary differential equation. We provide a stochastic representation for the…

概率论 · 数学 2024-10-03 Frederic Alberti

We study a continuous-time dynamical system that models the evolving distribution of genotypes in an infinite population where genomes may have infinitely many or even a continuum of loci, mutations accumulate along lineages without…

种群与进化 · 定量生物学 2009-02-03 Aubrey Clayton , Steven N. Evans

The evolution model with parallel mutation-selection scheme is solved for the case when selection is accompanied by base substitutions, insertions, and deletions. The fitness is assumed to be either a single-peak function (i.e., having one…

种群与进化 · 定量生物学 2015-05-13 D. B. Saakian

We consider a general class of non-linear Bellman equations. These open up a design space of algorithms that have interesting properties, which has two potential advantages. First, we can perhaps better model natural phenomena. For…

机器学习 · 计算机科学 2019-07-09 Hado van Hasselt , John Quan , Matteo Hessel , Zhongwen Xu , Diana Borsa , Andre Barreto

This note presents an extension to the adaptive control strategy presented in [1] able to counter eventual instability due to disturbances at the input of an otherwise $\mathcal{L}_2$ stable closed-loop system. These disturbances are due to…

最优化与控制 · 数学 2015-05-20 Mario di Bernardo , Umberto Montanaro , Romeo Ortega , Stefania Santini

We prove that a wide class of models of Markov neighbor-dependent substitution processes on the integer line is solvable. This class contains some models of nucleotide substitutions recently introduced and studied empirically by molecular…

概率论 · 数学 2007-05-23 Jean Bérard , Jean-Baptiste Gouéré , Didier Piau

We consider a family of models having an arbitrary positive amount of mass on each site and randomly exchanging an arbitrary amount of mass with nearest neighbor sites. We restrict to the case of diffusive models. We identify a class of…

统计力学 · 物理学 2023-09-29 Monia Capanna , Davide Gabrielli , Dimitrios Tsagkarogiannis

We propose a class of evolutionary models that involves an arbitrary exchangeable process as the breeding process and different selection schemes. In those models, a new genome is born according to the breeding process, and then a genome is…

神经与进化计算 · 计算机科学 2020-08-25 Jüri Lember , Chris Watkins

This work presents a population genetic model of evolution, which includes haploid selection, mutation, recombination, and drift. The mutation-selection equilibrium can be expressed exactly in closed form for arbitrary fitness functions…

种群与进化 · 定量生物学 2023-02-28 Jenny M. Poulton , Lee Altenberg , Chris Watkins

The deterministic selection-recombination equation describes the evolution of the genetic type composition of a population under selection and recombination in a law of large numbers regime. So far, an explicit solution has seemed out of…

概率论 · 数学 2023-04-26 Ellen Baake , Frederic Alberti

Random tensor models are generalizations of random matrix models which admit $1/N$ expansions. In this article we show that the topological recursion, a modern approach to matrix models which solves the loop equations at all orders, is also…

高能物理 - 理论 · 物理学 2018-11-27 Valentin Bonzom , Stephane Dartois

In the context of mathematical modeling, it is sometimes convenient to integrate models of different nature. These types of combinations, however, might entail difficulties even when individual models are well-understood, particularly in…

数值分析 · 数学 2023-01-20 Christina Schenk , David Portillo , Ignacio Romero

Higher order tensor inversion is possible for even order. We have shown that a tensor group endowed with the Einstein (contracted) product is isomorphic to the general linear group of degree $n$. With the isomorphic group structures, we…

数值分析 · 数学 2011-09-20 Michael Brazell , Na Li , Carmeliza Navasca , Christino Tamon

We derive a concise closed-form solution for a linear three-term recurrence relation. Such recurrence relations are very common in the quantitative sciences, and describe finite difference schemes, solutions to problems in Markov processes…

物理与社会 · 物理学 2025-11-27 James Holehouse

The paper proposes a model reduction algorithm for linear hybrid systems, i.e., hybrid systems with externally induced discrete events, with linear continuous subsystems, and linear reset maps. The model reduction algorithm is based on…

We model a general, hierarchically organized tissue by a multi compartment approach, allowing any number of mutations within a cell. We derive closed solutions for the deterministic clonal dynamics and the reproductive capacity of single…

种群与进化 · 定量生物学 2013-05-15 B. Werner , D. Dingli , A. Traulsen

We construct new algorithms from scratch, which use the fourth order cumulant of stochastic variables for the cost function. The multiplicative updating rule here constructed is natural from the homogeneous nature of the Lie group and has…

机器学习 · 计算机科学 2015-06-25 Toshinao Akuzawa , Noboru Murata
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