Vector Opinion Dynamics in a Bounded Confidence Consensus Model
arXiv:physics/0504017 · doi:10.1142/S0129183105008126
Abstract
We study the continuum opinion dynamics of the compromise model of Krause and Hegselmann for a community of mutually interacting agents, by solving numerically a rate equation. The opinions are here represented by bidimensional vectors with real-valued components. We study the situation starting from a uniform probability distribution for the opinion configuration and for different shapes of the confidence range. In all cases, we find that the thresholds for consensus and cluster merging either coincide with their one-dimensional counterparts, or are very close to them. The symmetry of the final opinion configuration, when more clusters survive, is determined by the shape of the opinion space. If the latter is a square, which is the case we consider, the clusters in general occupy the sites of a square lattice, although we sometimes observe interesting deviations from this general pattern, especially near the center of the opinion space.
18 pages, (too) many figures. To appear on International Journal of Modern Physics C
References in corpus (6)
- Opinion evolution in closed community
- Bifurcations and Patterns in Compromise Processes
- Universality of the Threshold for Complete Consensus for the Opinion Dynamics of Deffuant et al
- Social Structure and Opinion Formation
- The Krause-Hegselmann Consensus Model with Discrete Opinions
- Multidimensional Consensus model on a Barabasi-Albert network
Cited by in corpus (49)
- Statistical physics of social dynamics
- A Tutorial on Modeling and Analysis of Dynamic Social Networks. Part I
- Continuous Opinion Dynamics under Bounded Confidence: A Survey
- Novel Multidimensional Models of Opinion Dynamics in Social Networks
- A Tutorial on Modeling and Analysis of Dynamic Social Networks. Part II
- Opinion dynamics: models, extensions and external effects
- Heterogeneous bounds of confidence: Meet, Discuss and Find Consensus!
- Nonlinear Opinion Dynamics with Tunable Sensitivity
- Disorder induced phase transition in kinetic models of opinion dynamics
- Is there negative social influence? Disentangling effects of dissimilarity and disliking on opinion shifts
- Statistical Physics Of Opinion Formation: is it a SPOOF?
- From classical to modern opinion dynamics
- A Biased Review of Sociophysics
- Compromise and Synchronization in Opinion Dynamics
- Opinions, Conflicts and Consensus: Modeling Social Dynamics in a Collaborative Environment
- The noisy Hegselmann-Krause model for opinion dynamics
- Opinion formation and distribution in a bounded confidence model on various networks
- Opinion dynamics and synchronization in a network of scientific collaborations
- Effects of noise and confidence thresholds in nominal and metric Axelrod dynamics of social influence
- About the Power to Enforce and Prevent Consensus by Manipulating Communication Rules
- Opinion dynamics with disagreement and modulated information
- Noisy bounded confidence models for opinion dynamics: the effect of boundary conditions on phase transitions
- Dynamics of Confident Voting
- Modeling Social Dynamics in a Collaborative Environment
- The bridges to consensus: Network effects in a bounded confidence opinion dynamics model
- Modeling Explosive Opinion Depolarization in Interdependent Topics
- An Argument Communication Model of Polarization and Ideological Alignment
- Bounded Confidence under Preferential Flip: A Coupled Dynamics of Structural Balance and Opinions
- Order preservation in a generalized version of Krause's opinion dynamics model
- Consensus in the Presence of Multiple Opinion Leaders: Effect of Bounded Confidence
- Polarized Ukraine 2014: Opinion and Territorial Split Demonstrated with the Bounded Confidence XY Model, Parameterized by Twitter Data
- Dynamical phase transitions in Hegselmann-Krause model of opinion dynamics and consensus
- Cohesion, consensus and extreme information in opinion dynamics
- An energy-based interaction model for population opinion dynamics with topic coupling
- Polarized consensus-based dynamics for optimization and sampling
- Fixed points in models of continuous opinion dynamics under bounded confidence
- Kinetic exchange opinion model: solution in the single parameter map limit
- Finite-size effects on the convergence time in continuous-opinion dynamics
- Pattern Selection and Super-patterns in the Bounded Confidence Model
- An agent based force vector model of social influence that predicts strong polarization in a connected world
- Opinion Dynamics with Continuous Age Structure
- On Krause's multi-agent consensus model with state-dependent connectivity (Extended version)
- Monotonicity in the averaging process
- A Two-Functional-Network Framework of Opinion Dynamics
- Rejection Mechanism in 2D Bounded Confidence Provides more Conformity
- Non-equilibrium diffusion characteristics of a particle system and the correspondence to a social system
- Learning Sentimental Influences from Users' Behaviors
- Modified Axelrod Model Showing Opinion Convergence And Polarization In Realistic Scale-Free Networks
- Effect of undecided agents on an opinion-forming model