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Collective motion of a class of social foraging swarms

Author

Listed:
  • Liu, Bo
  • Chu, Tianguang
  • Wang, Long
  • Wang, Zhanfeng

Abstract

This paper considers a class of social foraging swarms with a nutrient profile (or an attractant/repellent) and an attraction–repulsion coupling function, which is chosen to guarantee collision avoidance between individuals. The paper also studies non-identical interaction ability or efficiency among different swarm individuals for different profiles. The swarm behavior is a result of a balance between inter-individual interplays as well as the interplays of the swarm individuals (agents) with their environment. It is proved that the individuals of a quasi-reciprocal swarm will aggregate and eventually form a cohesive cluster of finite size for different profiles. It is also shown that the swarm system is completely stable, that is, every solution converges to the set of equilibrium points of the system. Moreover, all the swarm individuals will converge to more favorable areas of the profile under certain conditions. For general non-reciprocal swarms, numerical simulations show that more complex self-organized rotation may occur in the swarms.

Suggested Citation

  • Liu, Bo & Chu, Tianguang & Wang, Long & Wang, Zhanfeng, 2008. "Collective motion of a class of social foraging swarms," Chaos, Solitons & Fractals, Elsevier, vol. 38(1), pages 277-292.
    • Handle: RePEc:eee:chsofr:v:38:y:2008:i:1:p:277-292
    DOI: 10.1016/j.chaos.2006.11.021
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    References listed on IDEAS

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    1. Mu, Shumei & Chu, Tianguang & Wang, Long, 2005. "Coordinated collective motion in a motile particle group with a leader," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 351(2), pages 211-226.
    2. Chu, Tianguang & Wang, Long & Chen, Tongwen & Mu, Shumei, 2006. "Complex emergent dynamics of anisotropic swarms: Convergence vs oscillation," Chaos, Solitons & Fractals, Elsevier, vol. 30(4), pages 875-885.
    3. Czirók, András & Vicsek, Tamás, 2000. "Collective behavior of interacting self-propelled particles," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 281(1), pages 17-29.
    4. Amritkar, R.E. & Jalan, Sarika, 2003. "Self-organized and driven phase synchronization in coupled map networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 321(1), pages 220-225.
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