Title :
μ-based approaches to determining guaranteed consistent and inconsistent parameter sets
Author :
Masako Kishida;Rolf Findeisen
Author_Institution :
Electrical and Computer Engineering department at University of Canterbury, New Zealand
Abstract :
This paper considers the problem of characterizing the sets of consistent and inconsistent parameters for given constraints for linear fractional models. Based on previous results on the single box volume maximization problem using structured singular value, algorithms that express the (in)consistent parameter set as a union of multiple boxes are developed. Since no relaxation is involved in the proposed algorithms, the obtained sets are guaranteed to be (in)consistent with the given constraints even when the real set of (in)consistent parameters is nonconvex. A numerical example is included to illustrate the difference of the sets obtained by the proposed algorithms.
Keywords :
"Bismuth","Partitioning algorithms","Periodic structures","Computational modeling","Uncertainty","Computational efficiency","Algorithm design and analysis"
Conference_Titel :
Decision and Control (CDC), 2015 IEEE 54th Annual Conference on
DOI :
10.1109/CDC.2015.7403259