Chaos-EP-based digital redesign of uncertain hybrid time-delay systems with state and input constraints

Yu Pin Chang, Heidar A. Malki, Jason Sheng-Hon Tsai, Leang San Shieh, Guanrong Chen

Research output: Contribution to journalArticle

4 Citations (Scopus)

Abstract

This paper presents a chaos and evolutionary programming (CEP)-based digital redesign scheme. This scheme can determine a practically implementable low-gain digital tracker for global optimization of hybrid uncertain input-delay systems with constraints on states and inputs. The proposed global-optimization searching technique, which was provided in the evolutionary programming together with a chaotic optimization algorithm, is utilized to determine the low-gain digital tracker. This technique takes into consideration the relatively large sampling time and the intersampling behavior for digital control of hybrid input-delay systems with unknown-but-bounded parameter uncertainties. Moreover, the newly developed CEP-based digital redesign scheme provides less conservative results than those obtained by the conventional interval methods. One illustrative example is given to demonstrate the effectiveness of the new scheme compared with the conventional methods.

Original languageEnglish
Article number05184863
Pages (from-to)3959-3971
Number of pages13
JournalIEEE Transactions on Instrumentation and Measurement
Volume58
Issue number12
DOIs
Publication statusPublished - 2009 Dec 1

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programming
Chaos theory
Evolutionary algorithms
chaos
Time delay
time lag
Global optimization
optimization
sampling
Sampling
intervals

All Science Journal Classification (ASJC) codes

  • Instrumentation
  • Electrical and Electronic Engineering

Cite this

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abstract = "This paper presents a chaos and evolutionary programming (CEP)-based digital redesign scheme. This scheme can determine a practically implementable low-gain digital tracker for global optimization of hybrid uncertain input-delay systems with constraints on states and inputs. The proposed global-optimization searching technique, which was provided in the evolutionary programming together with a chaotic optimization algorithm, is utilized to determine the low-gain digital tracker. This technique takes into consideration the relatively large sampling time and the intersampling behavior for digital control of hybrid input-delay systems with unknown-but-bounded parameter uncertainties. Moreover, the newly developed CEP-based digital redesign scheme provides less conservative results than those obtained by the conventional interval methods. One illustrative example is given to demonstrate the effectiveness of the new scheme compared with the conventional methods.",
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Chaos-EP-based digital redesign of uncertain hybrid time-delay systems with state and input constraints. / Chang, Yu Pin; Malki, Heidar A.; Tsai, Jason Sheng-Hon; Shieh, Leang San; Chen, Guanrong.

In: IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 12, 05184863, 01.12.2009, p. 3959-3971.

Research output: Contribution to journalArticle

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