Convex Regions of Opinion Dynamics, Approaches to the Complexity of Binary Consensus with Reference to Addiction and Obliviousness: Integrated Dimer Model Perspective (2401.01347v2)

Abstract: The field of opinion dynamics has its roots in early research that applied methods from magnetic physics to gain insights into the formation of social opinions. A central challenge in this field lies in modeling how diverse opinions coexist and exert influence on each other. In the realm of social issues, it's In this study, we leverage the dimer construct and the dimer model to establish a theoretical framework. Through numerical simulations, we demonstrate how this proposed model can be applied to real-world scenarios of social opinion formation. The model involves the computation of the Castellain matrix (K), the distribution function (Z), and the probability of dimer configuration (P(D)) for convex regions with varying positions and distances. It explores how alterations in convex regions impact the probability of dimer configuration. Furthermore, our model takes into account two critical factors: "dependence" and "forgetting" in the process of opinion formation. It also delves into the concepts of "distance" and "location" of opinions. The results of numerical simulations shed light on how our model effectively captures the processes involved in real-world social opinion formation. This study lays the groundwork for a deeper comprehension of the social opinion formation process and the development of strategies to address real-world social issues. In essence, our research introduces a novel methodology for comprehending and dissecting the intricate dynamics of opinion formation within the realm of opinion dynamics. This theoretical framework, coupled with a numerical simulation-based approach, offers fresh insights that extend beyond the confines of opinion dynamics. It opens up new perspectives in the domains of social science, physics, and computational modeling, ultimately contributing to a more profound understanding of social opinion formation.