Computing an appropriate control strategy based only on a given plant's rule-based model is NP-hard

J. Abello, V. Kreinovich, H. T. Nguyen, S. Sudarsky, J. Yen

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

A new method for transforming fuzzy rules into a precise control strategy is presented. The proposed method formulates the problem by describing the dynamics of a plant whose state and control vectors are specified at discrete moments of time. This site is aimed at identifying a state vector in which several equality or inequalities of a specific type holds. A control strategy that satisfies all sets of fuzzy constraints can then be derived from the results.

Original languageEnglish (US)
Title of host publicationProc 1994 1 Int Jt Conf NAFIPS IFIS NASA
EditorsLarry Hall, Hao Ying, Reza Langari, John Yen
PublisherIEEE
Pages331-332
Number of pages2
StatePublished - 1994
EventProceedings of the 1994 1st International Joint Conference of NAFIPS/IFIS/NASA - San Antonio, TX, USA
Duration: Dec 18 1994Dec 21 1994

Other

OtherProceedings of the 1994 1st International Joint Conference of NAFIPS/IFIS/NASA
CitySan Antonio, TX, USA
Period12/18/9412/21/94

Fingerprint

Fuzzy rules

All Science Journal Classification (ASJC) codes

  • Engineering(all)

Cite this

Abello, J., Kreinovich, V., Nguyen, H. T., Sudarsky, S., & Yen, J. (1994). Computing an appropriate control strategy based only on a given plant's rule-based model is NP-hard. In L. Hall, H. Ying, R. Langari, & J. Yen (Eds.), Proc 1994 1 Int Jt Conf NAFIPS IFIS NASA (pp. 331-332). IEEE.
Abello, J. ; Kreinovich, V. ; Nguyen, H. T. ; Sudarsky, S. ; Yen, J. / Computing an appropriate control strategy based only on a given plant's rule-based model is NP-hard. Proc 1994 1 Int Jt Conf NAFIPS IFIS NASA. editor / Larry Hall ; Hao Ying ; Reza Langari ; John Yen. IEEE, 1994. pp. 331-332
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abstract = "A new method for transforming fuzzy rules into a precise control strategy is presented. The proposed method formulates the problem by describing the dynamics of a plant whose state and control vectors are specified at discrete moments of time. This site is aimed at identifying a state vector in which several equality or inequalities of a specific type holds. A control strategy that satisfies all sets of fuzzy constraints can then be derived from the results.",
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Abello, J, Kreinovich, V, Nguyen, HT, Sudarsky, S & Yen, J 1994, Computing an appropriate control strategy based only on a given plant's rule-based model is NP-hard. in L Hall, H Ying, R Langari & J Yen (eds), Proc 1994 1 Int Jt Conf NAFIPS IFIS NASA. IEEE, pp. 331-332, Proceedings of the 1994 1st International Joint Conference of NAFIPS/IFIS/NASA, San Antonio, TX, USA, 12/18/94.

Computing an appropriate control strategy based only on a given plant's rule-based model is NP-hard. / Abello, J.; Kreinovich, V.; Nguyen, H. T.; Sudarsky, S.; Yen, J.

Proc 1994 1 Int Jt Conf NAFIPS IFIS NASA. ed. / Larry Hall; Hao Ying; Reza Langari; John Yen. IEEE, 1994. p. 331-332.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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AU - Yen, J.

PY - 1994

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N2 - A new method for transforming fuzzy rules into a precise control strategy is presented. The proposed method formulates the problem by describing the dynamics of a plant whose state and control vectors are specified at discrete moments of time. This site is aimed at identifying a state vector in which several equality or inequalities of a specific type holds. A control strategy that satisfies all sets of fuzzy constraints can then be derived from the results.

AB - A new method for transforming fuzzy rules into a precise control strategy is presented. The proposed method formulates the problem by describing the dynamics of a plant whose state and control vectors are specified at discrete moments of time. This site is aimed at identifying a state vector in which several equality or inequalities of a specific type holds. A control strategy that satisfies all sets of fuzzy constraints can then be derived from the results.

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Abello J, Kreinovich V, Nguyen HT, Sudarsky S, Yen J. Computing an appropriate control strategy based only on a given plant's rule-based model is NP-hard. In Hall L, Ying H, Langari R, Yen J, editors, Proc 1994 1 Int Jt Conf NAFIPS IFIS NASA. IEEE. 1994. p. 331-332