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Abstract:
In this paper, the optimal H2model order reduction (MOR) problem for bilinear systems is explored. The orthogonality constraint of the cost function generated by the H2MOR error makes it is posed not on the Euclidean space, but can be discussed on the Stiefel manifold. Then, the H2optimal MOR problem of bilinear systems is turned into the unconstrained optimisation on the Stiefel manifold. The explicit expression of the gradient for the cost function on this manifold is derived. Full use of the geometry properties of this Stiefiel manifold, we propose a feasible and effective iterative algorithm to solve the unconstrained H2minimisation problem. Moreover, the convergence of our algorithm is rigorously proved. Finally, two practical examples related to bilinear systems demonstrate the effectiveness of our algorithm. © 2017 Informa UK Limited, trading as Taylor & Francis Group
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Source :
International Journal of Control
ISSN: 0020-7179
Year: 2019
Issue: 4
Volume: 92
Page: 950-959
2 . 7 8
JCR@2019
2 . 8 8 8
JCR@2020
ESI Discipline: ENGINEERING;
ESI HC Threshold:83
JCR Journal Grade:3
CAS Journal Grade:3
Cited Count:
WoS CC Cited Count: 6
SCOPUS Cited Count: 8
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 2
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