Title :
Task allocation for multi-spacecraft cooperation based on estimation of distribution algorithm
Author :
Xu, Bin ; Sun, Fuchun ; Liu, Yang ; Wang, Peng
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ. Beijing, Beijing, China
Abstract :
One two-stage task allocation strategy is proposed for multi-spacecraft cooperation during the long-range orbit transfer with two impulses. This paper focuses on the task value maximum and cost minimum optimization by assigning spacecraft to different task. At the first stage time and energy cost are considered based on the spacecraft dynamics. The optimization result is together with the target value as the factor for the task allocation model at the second stage. The optimization is processed separately in continuous and discrete time domain with estimation of distribution algorithm (EDA). Different task allocation mode is formulated and the strategy is verified by simulation study.
Keywords :
optimisation; space vehicles; task analysis; continuous time domain algorithm; cost minimum optimization; discrete time domain algorithm; distribution algorithm estimation; energy cost; long range orbit transfer; multispacecraft cooperation; spacecraft dynamics; target value; task value maximum optimization; two stage task allocation strategy; Aerodynamics; Genetic algorithms; Optimization; Probabilistic logic; Resource management; Space vehicles; Target tracking;
Conference_Titel :
Control Conference (ASCC), 2011 8th Asian
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-61284-487-9
Electronic_ISBN :
978-89-956056-4-6