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Randomized Algorithm for Determining Stabilizing Parameter Regions for General Delay Control Systems

Authors :
Xian Li
Chao Yu
Binh Nguyen Le
Qing-Guo Wang
Source :
Yu, Chao; Le, Binh-Nguyen; Li, Xian; & Wang, Qing-Guo. (2013). Randomized Algorithm for Determining Stabilizing Parameter Regions for General Delay Control Systems. Journal of Intelligent Learning Systems and Applications, 05(02), 99-107. doi: 10.4236/jilsa.2013.52011. UC Berkeley: Center for Research in Energy Systems Transformation (CREST). Retrieved from: http://www.escholarship.org/uc/item/7c4921p5
Publication Year :
2013
Publisher :
eScholarship, University of California, 2013.

Abstract

This paper proposes a method for determining the stabilizing parameter regions for general delay control systems based on randomized sampling. A delay control system is converted into a unified state-space form. The numerical stability condition is developed and checked for sample points in the parameter space. These points are separated into stable and unstable regions by the decision function obtained from some learning method. The proposed method is very general and applied to a much wider range of systems than the existing methods in the literature. The proposed method is illustrated with examples.

Details

Language :
English
Database :
OpenAIRE
Journal :
Yu, Chao; Le, Binh-Nguyen; Li, Xian; & Wang, Qing-Guo. (2013). Randomized Algorithm for Determining Stabilizing Parameter Regions for General Delay Control Systems. Journal of Intelligent Learning Systems and Applications, 05(02), 99-107. doi: 10.4236/jilsa.2013.52011. UC Berkeley: Center for Research in Energy Systems Transformation (CREST). Retrieved from: http://www.escholarship.org/uc/item/7c4921p5
Accession number :
edsair.doi.dedup.....bf2d32bd069e5ab13c73462ac20c17d2