• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊

J4 ›› 2014, Vol. 36 ›› Issue (10): 1972-1978.

• 论文 • Previous Articles     Next Articles

A planning method for multi-airship resource deployment
based on chaotic particle swarm optimization          

LI Longmei,WU Jiangjiang,ZHAI Baorong,LI Jun,JING Ning   

  1. (College of Electronic Science and Engineering,National University of Defense Technology,Changsha 410073,China)
  • Received:2013-03-29 Revised:2013-05-29 Online:2014-10-25 Published:2014-10-25

Abstract:

Since the observation tasks are various,task restrictions are complex while observing resources are limited,it is important to schedule the resource deployment rationally.Based on multiairship multi-payload earth observation tasks, the classic Particle Swarm Optimization (PSO) is utilized to fulfill resource deployment, satisfying observation goals such as task completion, resolution and payloads equilibrium.A method involving Chaotic optimization is proposed so as to improve classic PSO,and an application is developed based on ArcGIS Engine and Visual Studio.Experiments show that the proposed planning method for resource deployment is effective.

Key words: multi-airship;resource deployment;particle swarm optimization (PSO);chaotic optimization