Modeling Evolution of Heterogeneous Populations

  • Author : Irina Kareva
  • Publsiher : Academic Press
  • Release : 16 October 2019
  • ISBN : 9780128144329
  • Page : 354 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Modeling Evolution of Heterogeneous Populations written by Irina Kareva and published by Academic Press. This book was released on 16 October 2019 with total page 354 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Modeling Evolution of Heterogeneous Populations: Theory and Applications describes, develops and provides applications of a method that allows incorporating population heterogeneity into systems of ordinary and discrete differential equations without significantly increasing system dimensionality. The method additionally allows making use of results of bifurcation analysis performed on simplified homogeneous systems, thereby building on the existing body of tools and knowledge and expanding applicability and predictive power of many mathematical models. Introduces Hidden Keystone Variable (HKV) method, which allows modeling evolution of heterogenous populations, while reducing multi-dimensional selection systems to low-dimensional systems of differential equations Demonstrates that replicator dynamics is governed by the principle of maximal relative entropy that can be derived from the dynamics of selection systems instead of being postulated Discusses mechanisms behind models of both Darwinian and non-Darwinian selection Provides examples of applications to various fields, including cancer growth, global demography, population extinction, tragedy of the commons and resource sustainability, among others Helps inform differences in underlying mechanisms of population growth from experimental observations, taking one from experiment to theory and back

Modeling Evolution of Heterogeneous Populations

Modeling Evolution of Heterogeneous Populations
Author: Irina Kareva,Georgy Karev
Publisher: Academic Press
Relase: 2019-10-16
ISBN: 9780128144329
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