Title :
A unified approach to computational methods of nonlinear optimal control problems with possible jumps in states
Author :
Imae, Joe ; Inoue, Kazubiro
Author_Institution :
Osaka Prefectural Univ., Sakai, Japan
Abstract :
A unified approach for numerical solutions of nonlinear optimal control problems is proposed. First, a canonical form of optimal control problems is defined, which includes a variety of control problems, such as time optimal ones, design parameter ones, initial state constrained ones, state discontinuous ones, and so on. Then, based on the algorithms of the Bolza type, the algorithm for numerical solutions of the canonical problems is derived. Lastly, the usefulness of the canonical setting of optimal control problems is demonstrated through some numerical simulations. It should be noted that the canonical problem is considered to be one of the Bolza type problems and so powerful algorithms developed for those problems are available.
Keywords :
nonlinear control systems; optimal control; Bolza type algorithms; canonical problems; design parameter control problems; initial state constrained control; nonlinear optimal control problems; numerical solutions; state discontinuous control; state jumps; time optimal control; Equations; Mobile robots; Nonlinear systems; Numerical simulation; Optimal control; Path planning;
Conference_Titel :
American Control Conference, 2002. Proceedings of the 2002
Print_ISBN :
0-7803-7298-0
DOI :
10.1109/ACC.2002.1025372