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Effects of substrate network topologies on competition dynamics

2006/02/28 by Sang Hoon Lee, Hawoong Jeong
Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Evolutionary Game Theory and Cooperation #Opinion Dynamics and Social Influence #cond-mat.dis-nn #physics.soc-ph

paper · pdf · doi:10.1103/physreve.74.026118

published as Phys. Rev. E 74, 026118 (2006) · 8 pages, 8 figures

arxiv created 2006/08/23 · openalex publication_date 2006/08/23 · arxiv updated 2009/12/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/28

Abstract

We study a competition dynamics, based on the minority game, endowed with various substrate network structures. We observe the effects of the network topologies by investigating the volatility of the system and the structure of follower networks. The topology of substrate structures significantly influences the system efficiency represented by the volatility and such substrate networks are shown to amplify the herding effect and cause inefficiency in most cases. The follower networks emerging from the leadership structure show a power-law incoming degree distribution. This study shows the emergence of scale-free structures of leadership in the minority game and the effects of the interaction among players on the networked version of the game.

Citations