Strategy creation, decomposition and distribution in particle navigation


Beldek U., Leblebicioglu K.

INFORMATION SCIENCES, cilt.177, ss.755-770, 2007 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 177 Konu: 3
  • Basım Tarihi: 2007
  • Doi Numarası: 10.1016/j.ins.2006.07.008
  • Dergi Adı: INFORMATION SCIENCES
  • Sayfa Sayıları: ss.755-770

Özet

Strategy planning is crucial to control a group to achieve a number of tasks in a closed area full of obstacles. In this study, genetic programming has been used to evolve rule-based hierarchical structures to move the particles in a grid region to accomplish navigation tasks. Communications operations such as receiving and sending commands between particles are also provided to develop improved strategies. In order to produce more capable strategies, a task decomposition procedure is proposed. In addition, a conflict module is constructed to handle the challenging situations and conflicts such as blockage of a particle's pathway to destination by other particles. (C) 2006 Elsevier Inc. All rights reserved.