Characterizing the effect of population heterogeneity on evolutionary dynamics on complex networks

Recently, the impact of network structure on evolutionary dynamics has been at the center of attention when studying the evolutionary process of structured populations. This paper aims at finding out the key structural feature of network to capture its impact on evolutionary dynamics. To this end, a novel concept called heat heterogeneity is introduced to characterize the structural heterogeneity of network and the correlation between heat heterogeneity of structure and outcome of evolutionary dynamics is further investigated on various networks. It is found that the heat heterogeneity mainly determines the impact of network structure on evolutionary dynamics on complex networks. In detail, the heat heterogeneity readjusts the selection effect on evolutionary dynamics. Networks with high heat heterogeneity amplify the selection effect on the birth-death process and suppress the selection effect on the death-birth process. Based on the above results, an effective algorithm is proposed to generate selection adjusters with desired size and average degree.

• Publication year

  2014

• Venue

  Scientific Reports

• Publication date

  2014-05-22

• Fields of study

  Biology, Mathematics, Medicine

• Identifiers
  DOI 10.1038/srep05034PMID 24849192PMCID 4030255
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Binary birth-death dynamics and the expansion of cooperation by means of self-organized growth

  2014cited by this paper
• When Structure Meets Function in Evolutionary Dynamics on Complex Networks

  2014cited by this paper
• Characterizing the effect of network structure on evolutionary dynamics via a novel measure of structural heterogeneity

  2013cited by this paper
• Reproductive value in graph-structured populations.

  2013cited by this paper
• Evolution and maintenance of cooperation via inheritance of neighborhood relationship

  2013cited by this paper
• Consensus of discrete-time multi-agent systems with transmission nonlinearity

  2013cited by this paper
• Interdependent network reciprocity in evolutionary games

  2013cited by this paper
• Flocking of Multi-Agent Non-Holonomic Systems With Proximity Graphs

  2013cited by this paper
• Global relative parameter sensitivities of the feed-forward loops in genetic networks

  2012cited by this paper
• If players are sparse social dilemmas are too: Importance of percolation for evolution of cooperation

  2012cited by this paper
• Percolation threshold determines the optimal population density for public cooperation

  2012cited by this paper
• Does strong heterogeneity promote cooperation by group interactions?

  2011cited by this paper
• Early appraisal of the fixation probability in directed networks.

  2010cited by this paper
• Evolutionary dynamics in structured populations

  2010cited by this paper
• Adoption and Diffusion of Business Practice Innovations: An Evolutionary Analysis

  2010cited by this paper
• The Spread of Behavior in an Online Social Network Experiment

  2010cited by this paper
• Heterogeneous Aspirations Promote Cooperation in the Prisoner's Dilemma Game

  2010cited by this paper
• Strategy selection in structured populations.

  2009cited by this paper
• Evolutionary dynamics on small-order graphs

  2009influential reference
• An analysis of the fixation probability of a mutant on special classes of non-directed graphs

  2008cited by this paper
• Evolutionary dynamics and fixation probabilities in directed networks

  2008cited by this paper
• The fixation probability of beneficial mutations

  2008cited by this paper
• A Sequential Algorithm for Generating Random Graphs

  2007cited by this paper
• Social diversity and promotion of cooperation in the spatial prisoner's dilemma game.

  2007cited by this paper
• Cooperation enhanced by inhomogeneous activity of teaching for evolutionary Prisoner's Dilemma games

  2006cited by this paper
• Stochastic dynamics of invasion and fixation.

  2006cited by this paper
• Evolutionary dynamics on degree-heterogeneous graphs.

  2006cited by this paper
• A simple rule for the evolution of cooperation on graphs and social networks

  2006cited by this paper
• Five Rules for the Evolution of Cooperation

  2006cited by this paper
• Network structure and the biology of populations.

  2006cited by this paper
• Evolutionary games on cycles

  2006cited by this paper
• Evolutionary games on graphs

  2006cited by this paper
• Graph topology plays a determinant role in the evolution of cooperation

  2006cited by this paper
• Evolutionary dynamics on graphs

  2005cited by this paper
• A time-varying complex dynamical network model and its controlled synchronization criteria

  2004cited by this paper
• Characterizing the synchronizability of small-world dynamical networks

  2004cited by this paper
• Evolutionary game dynamics in finite populations

  2004cited by this paper
• Technological Innovation as an Evolutionary Process

  2003cited by this paper
• The Structure and Function of Complex Networks

  2003cited by this paper
• Neutral theory and relative species abundance in ecology

  2003cited by this paper
• Evolutionary games and spatial chaos

  1992cited by this paper
• The evolution of cooperation

  1981cited by this paper
• Mathematical Population Genetics

  1979cited by this paper
• 産業構造の evolutionary analysis

  1965cited by this paper

• The role of coupling and external current in two coupled Hodgkin-Huxley neurons.

  2025cites this paper
• Further Results on Relative Aging Orders and Comparison of Record Statistics

  2024cites this paper
• Effect of the degree of an initial mutant in Moran processes in structured populations.

  2023cites this paper
• Lost in translation? – Caveat to the application of the voter model in ecology and evolutionary biology

  2023cites this paper
• On the evolutionary language game in structured and adaptive populations

  2022cites this paper
• A theory of evolutionary dynamics on any complex spatial structure

  2021cites this paper
• Agent-based neutral competition in two-community networks.

  2021cites this paper
• Evolutionary graph theory beyond pairwise interactions: Higher-order network motifs shape times to fixation in structured populations

  2021cites this paper
• Application of complex networks and indirect influences to non-forced migration

  2020cites this paper
• Motion, fixation probability and the choice of an evolutionary process

  2019cites this paper
• Proximity inheritance explains the evolution of cooperation under natural selection and mutation

  2019cites this paper
• Moments Inequalities for NBRUL Distributions with Hypotheses Testing Applications

  2018cites this paper
• Exploring and mapping the universe of evolutionary graphs identifies structural properties affecting fixation probability and time

  2018cites this paper
• An Accurate Database of the Fixation Probabilities for All Undirected Graphs of Order 10 or Less

  2017cites this paper
• Sliding-Mode Control of Memristive Chua's Systems via the Event-Based Method

  2017cites this paper
• Suppressors of selection

  2017cites this paper
• Fixation probability on clique-based graphs

  2017cites this paper
• Moments Inequalities for NBRU rp Distributions with Hypotheses Testing Applications

  2017cites this paper
• A discrete two-level model for charge pricing of electric vehicles based on evolution game theory

  2017cites this paper
• Evolutionary Dynamics of Collective Behavior Selection and Drift: Flocking, Collapse, and Oscillation

  2017cites this paper
• Nonlinear model reference control via aperiodic sampling

  2017cites this paper
• Bipartite synchronization in a network of nonlinear systems: A contraction approach

  2016cites this paper
• Evolution of cooperation in spatial iterated Prisoner’s Dilemma games under localized extremal dynamics

  2016cites this paper
• Strategy Selection in Networked Evolutionary Games: Structural Effect and the Evolution of Cooperation

  2016cites this paper
• Exploring the topological sources of robustness against invasion in biological and technological networks

  2016influential citation
• Suppressors of selection.

  2016cites this paper
• An evolutionary game approach for determination of the structural conflicts in signed networks

  2016cites this paper
• A Unified Tractable Approach for Random Drifts on Dynamical Networks

  2016cites this paper
• Multi-frequency complex network from time series for uncovering oil-water flow structure

  2015cites this paper
• Towards A Theoretical Framework for Analysis and Intervention of Random Drift on General Networks

  2015cites this paper
• Identifying Key Factors for Introducing GPS-Based Fleet Management Systems to the Logistics Industry

  2015cites this paper
• Fast and asymptotic computation of the fixation probability for Moran processes on graphs

  2015cites this paper
• Finite-Time Synchronization of Chaotic Complex Networks with

  2015cites this paper
• Cluster synchronization in community network with nonidentical nodes via intermittent pinning control

  2015cites this paper
• Evolution of cooperation in Axelrod tournament using cellular automata

  2015cites this paper
• Constructing Edge-Colored Graph for Heterogeneous Networks

  2015cites this paper
• Strategy Selection in Evolutionary Game Dynamics on Group Interaction Networks

  2014cites this paper
• Residual Probability Function, Associated Orderings, and Related Aging Classes

  2014cites this paper
• Finite-Time Synchronization of Chaotic Complex Networks with Stochastic Disturbance

  2014cites this paper
• Finite-Time Synchronization of Chaotic Complex Networks with Stochastic Disturbance

  2014cites this paper