Non-conservative kinetic exchange model of opinion dynamics with randomness and bounded confidence

preprint2012arXivOpen access

Abstract

The concept of a bounded confidence level is incorporated in a nonconservative kinetic exchange model of opinion dynamics model where opinions have continuous values ∈[−1,1]\in [-1,1]. The characteristics of the unrestricted model, which has one parameter λλ representing conviction, undergo drastic changes with the introduction of bounded confidence parametrised by δδ. Three distinct regions are identified in the phase diagram in the δ−λδ-λ plane and the evidences of a first order phase transition for δ≥0.3δ\geq 0.3 are presented. A neutral state with all opinions equal to zero occurs for λ≤λc1≃2/3λ\leq λ_{c_1} \simeq 2/3, independent of δδ, while for λc1≤λ≤λc2(δ)λ_{c_1} \leq λ\leq λ_{c_2}(δ), an ordered region is seen to exist where opinions of only one sign prevail. At λc2(δ)λ_{c_2}(δ), a transition to a disordered state is observed, where individual opinions of both signs coexist and move closer to the extreme values (±1\pm 1) as λλ is increased. For confidence level δ<0.3δ< 0.3, the ordered phase exists for a narrow range of λλ only. The line δ=0δ= 0 is apparently a line of discontinuity and this limit is discussed in some detail.

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