个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:力学与航空航天学院
学科:固体力学. 计算力学. 工程力学
办公地点:综合实验1号楼523
联系方式:qgao@dlut.edu.cn
电子邮箱:qgao@dlut.edu.cn
Symplectic multi-level method for solving nonlinear optimal control problem
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论文类型:期刊论文
发表时间:2010-10-01
发表刊物:APPLIED MATHEMATICS AND MECHANICS-ENGLISH EDITION
收录刊物:SCIE、EI、Scopus
卷号:31
期号:10
页面范围:1251-1260
ISSN号:0253-4827
关键字:nonlinear optimal control; dual variable; variational principle; multi-level iteration; symplectic algorithm
摘要:By converting an optimal control problem for nonlinear systems to a Hamiltonian system, a symplecitc-preserving method is proposed. The state and costate variables are approximated by the Lagrange polynomial. The state variables at two ends of the time interval are taken as independent variables. Based on the dual variable principle, nonlinear optimal control problems are replaced with nonlinear equations. Furthermore, in the implementation of the symplectic algorithm, based on the 2 (N) algorithm, a multilevel method is proposed. When the time grid is refined from low level to high level, the initial state and costate variables of the nonlinear equations can be obtained from the Lagrange interpolation at the low level grid to improve efficiency. Numerical simulations show the precision and the efficiency of the proposed algorithm in this paper.