On Lagrangian dynamics based modeling of swarm behavior

GAZİ V.

PHYSICA D-NONLINEAR PHENOMENA, cilt.260, ss.159-175, 2013 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 260
  • Basım Tarihi: 2013
  • Doi Numarası: 10.1016/j.physd.2013.06.010
  • Dergi Adı: PHYSICA D-NONLINEAR PHENOMENA
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.159-175
  • Anahtar Kelimeler: Swarms, Multi-agent dynamic systems, Multi-robot systems, Multi-particle systems, Group dynamics, Lagrangian dynamics, STABILITY ANALYSIS, ARTIFICIAL POTENTIALS, MULTIAGENT SYSTEMS, COLLECTIVE MOTION, FLOCKING, COORDINATION, AGGREGATION, ALGORITHMS, DISCRETE, DISTANCE
  • Marmara Üniversitesi Adresli: Hayır

Özet

In this article a Lagrangian dynamics based approach for modeling swarm dynamics is presented. The approach is based on energy and is alternative to the commonly used Newtonian dynamics, which is based on forces. For that purpose first the concept of biological potential energy is introduced. Various components of the biological potential energy such as swarming potential energy, environmental potential energy, and predator potential energy are also introduced and example kernel functions discussed. Simple illustrative numerical simulations are also provided. (C) 2013 Elsevier B.V. All rights reserved.