DocumentCode
2199648
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
Volume
2
fYear
2001
fDate
2001
Firstpage
1235
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
Conference_Location
Orlando, FL
Print_ISBN
0-7803-7061-9
Type
conf
DOI
10.1109/.2001.981055
Filename
981055
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