Article

Fuzzy Control-Based Software Self-Adaptation: A Case Study in Mission Critical Systems

Authors:

Qiliang Yang,

Jian Lu,

Jianchun Xing,

Xianping Tao,

Hao Hu,

Yang ZouAuthors Info & Claims

COMPSACW '11: Proceedings of the 2011 IEEE 35th Annual Computer Software and Applications Conference Workshops

Pages 13 - 18

https://doi.org/10.1109/COMPSACW.2011.13

Published: 18 July 2011 Publication History

Abstract

Self-adaptation ability is particularly desirable for mission critical software (MCS). This paper proposes a fuzzy control-based approach to provide a systematic, engineering, and intuitive way for programmers to achieve software self adaptation. This approach uses fuzzy logic to handle uncertainty in software, uses natural-language style to describe self-adaptation logic, and makes control visible in software. These greatly shorten the knowledge and semantics gap between control engineering and software engineering, and reduce the realization difficulty of software self-adaptation. We illustrate our approach through the development of an adaptive MCS application in process control systems.

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Bureš THnětynka PPlášil FŠkoda DKofroň JAl Ali RGerostathopoulos I(2022)Targeting uncertainty in smart CPS by confidence-based logicJournal of Systems and Software10.1016/j.jss.2021.111065181:COnline publication date: 22-Apr-2022
https://dl.acm.org/doi/10.1016/j.jss.2021.111065
Yang HChen FAliyu S(2017)Modern software cyberneticsJournal of Systems and Software10.1016/j.jss.2016.08.095124:C(169-186)Online publication date: 1-Feb-2017
https://dl.acm.org/doi/10.1016/j.jss.2016.08.095
Yang QTao XXie HXing JSong WMei HLv JZhou MZhang C(2014)FuAET: a tool for developing fuzzy self-adaptive software systemsProceedings of the 6th Asia-Pacific Symposium on Internetware10.1145/2677832.2677840(54-63)Online publication date: 17-Nov-2014
https://dl.acm.org/doi/10.1145/2677832.2677840

Fuzzy Control-Based Software Self-Adaptation: A Case Study in Mission Critical Systems
1. Computing methodologies
  1. Artificial intelligence
    1. Knowledge representation and reasoning

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COMPSACW '11: Proceedings of the 2011 IEEE 35th Annual Computer Software and Applications Conference Workshops

July 2011

520 pages

ISBN:9780769544595

Publisher

IEEE Computer Society

United States

Publication History

Published: 18 July 2011

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Bureš THnětynka PPlášil FŠkoda DKofroň JAl Ali RGerostathopoulos I(2022)Targeting uncertainty in smart CPS by confidence-based logicJournal of Systems and Software10.1016/j.jss.2021.111065181:COnline publication date: 22-Apr-2022
https://dl.acm.org/doi/10.1016/j.jss.2021.111065
Yang HChen FAliyu S(2017)Modern software cyberneticsJournal of Systems and Software10.1016/j.jss.2016.08.095124:C(169-186)Online publication date: 1-Feb-2017
https://dl.acm.org/doi/10.1016/j.jss.2016.08.095
Yang QTao XXie HXing JSong WMei HLv JZhou MZhang C(2014)FuAET: a tool for developing fuzzy self-adaptive software systemsProceedings of the 6th Asia-Pacific Symposium on Internetware10.1145/2677832.2677840(54-63)Online publication date: 17-Nov-2014
https://dl.acm.org/doi/10.1145/2677832.2677840

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Toward a fuzzy control-based approach to design of self-adaptive software

A software development system for fuzzy control

Principle and Application of Self-Adaptive Fuzzy PID Control

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