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Parallel asynchronous algorithms for optimal control of large-scale dynamic systems

โœ Scribed by S. S. Abdelwahed; M. F. Hassan; M. A. Sultan

Publisher
John Wiley and Sons
Year
1997
Tongue
English
Weight
153 KB
Volume
18
Category
Article
ISSN
0143-2087

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โœฆ Synopsis

This paper presents two parallel asynchronous algorithms for the solution of the optimal control problem of linear large-scale dynamic systems. These algorithms are based on the prediction concept. The first one adopts the interaction prediction approach and the second is based upon the costate prediction approach. The convergence behaviour of the proposed algorithms is thoroughly investigated. The new algorithms are applied on three practical systems and simulation results are presented and compared with those obtained using the well-known synchronous algorithms. It is shown that substantial savings in computation time can be achieved by employing the proposed asynchronous algorithms.

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