Title :
An improved Forward Algorithm for optimal control of a class of hybrid systems
Author :
Zhang, Ping ; Cassandras, Christos G.
Author_Institution :
Dept. of Manuf. Eng., Boston Univ., MA, USA
Abstract :
The paper considers optimal control problems for a class of hybrid systems motivated by the structure of manufacturing environments that integrate process and operations control. We derive a new property of the optimal state trajectory structure which holds under a modified condition on the cost function. This allows us to develop a low-complexity, scalable algorithm for explicitly determining the optimal controls, which is more efficient than the best algorithm to date, known as the Forward Algorithm (Y.C. Cho et al, 2001). A numerical example is included to illustrate the efficacy of the proposed algorithm, and to compare it with the Forward Algorithm
Keywords :
computational complexity; continuous time systems; discrete event systems; optimal control; process control; cost function; hybrid systems; improved Forward Algorithm; low-complexity scalable algorithm; manufacturing environments; modified condition; operations control; optimal control problems; optimal state trajectory structure; process control; Chemicals; Control systems; Cost function; Forward contracts; Laboratories; Manufacturing processes; Optimal control; Process control; Pulp manufacturing; Temperature;
Conference_Titel :
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
0-7803-7061-9
DOI :
10.1109/.2001.981055