Title :
Mix Genetic and Simulated Annealing Algorithm for Low-Thrust Orbit Transfers
Author :
Lin Jian ; Lin Xiaohui ; Cao Xibin
Author_Institution :
Res. Center of Satellite Technol., Harbin Inst. of Technol., China
Abstract :
The mix genetic and simulated annealing algorithm has been presented to optimize the parameters of Q-law which purpose is to determine the thrust direction and when to apply thrust to effect specified changes in the orbit elements except true anomaly. A penalty function has been designed to transform the constrained optimization problem to unconstrained optimization problem. The central body is assumed to be a point mass and the thrust is of a constant value. An example of transfers is presented in two instances. One is based on the parameters that choosing with no optimization and the other is used the optimized parameters obtained from the mix optimization algorithm.
Keywords :
Lyapunov methods; aerospace control; genetic algorithms; position control; simulated annealing; Q-law parameter optimization; genetic algorithm; low-thrust orbit transfers; penalty function; simulated annealing; thrust direction; unconstrained optimization problem; Acceleration; Constraint optimization; Convergence; Design optimization; Equations; Feedback control; Genetics; Optimal control; Simulated annealing; Space vehicles; Q-law; genetic algorithm; penalty function; simulated annealing;
Conference_Titel :
Control Conference, 2006. CCC 2006. Chinese
Conference_Location :
Harbin
Print_ISBN :
7-81077-802-1
DOI :
10.1109/CHICC.2006.280696