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Parallel asynchronous algorithms for optimal control of large‐scale dynamic systems
Author(s) -
Abdelwahed S. S.,
Hassan M. F.,
Sultan M. A.
Publication year - 1997
Publication title -
optimal control applications and methods
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.458
H-Index - 44
eISSN - 1099-1514
pISSN - 0143-2087
DOI - 10.1002/(sici)1099-1514(199707/08)18:4<257::aid-oca600>3.0.co;2-q
Subject(s) - asynchronous communication , computer science , convergence (economics) , computation , algorithm , scale (ratio) , computer network , physics , quantum mechanics , economics , economic growth
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. © 1997 John Wiley & Sons, Ltd.