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Fifty Fuzzily Gone, Many More to Go

An Appreciation of Fuzziness’ Present and an Outlook on What May Come

  • HAUPTBEITRAG
  • FIFTY FUZZILY GONE, MANY MORE TO GO
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Abstract

Fifty years of Fuzziness represents a good chance to look back on the rich history of the discipline and the scientists that were part of this history, and at the long and varied course of one of the few really innovative, disruptive ideas of the last century, including the development of its many applications. But instead we would like to take this interesting opportunity to discuss the present state of affairs, especially in relation to the application of Fuzziness to the cognitive domain. From such reflections a possible path is defined toward the evolution of Fuzziness, under the umbrella of computational intelligence, toward an all-encompassing experimental science of language, reasoning, and cognition.

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References

  1. Belohlávek R and Klir GJ (2011) Concepts and Fuzzy Logic. MIT Press

  2. Blair B (1994) Interview with Lotfi A. Zadeh. Azerb Int 2(4):46–47, 50

    Google Scholar 

  3. Kosko B (1983) Fuzzy Thinking. The New Science of Fuzzy Logic. Hyperion Books

  4. Rosch E (2013) Neither concepts nor Lotfi Zadeh are fuzzy sets. In: Seising R, Trillas E, Moraga C, Termini S (eds) On Fuzziness: a Homage to Lotfi A. Zadeh, vol. 2, vol. 299 of Studies in Fuzziness and Soft Computing. Springer, Berlin, pp 591–596

  5. Seising R (2007) The Fuzzification of Systems. The Genesis of Fuzzy Set Theory and Its Initial Applications – Developments up to the 1970s. Springer

  6. Seising R, Tabacchi ME (2013) A very brief history of soft computing. In: Pedrycz W, Reformat M (eds) 2013 Joint IFSA World Congress NAFIPS Annual Meeting. IEEE SMC

  7. Snow CP (1959) The Two Cultures and the Scientific Revolution. Cambridge University Press, Cambridge, UK

    Google Scholar 

  8. Tabacchi ME, Termini S (2014) Some reflections on fuzzy set theory as an experimental science. In: Laurent A, Strauss O, Bouchon-Meunier B, Yager RR (eds) Information Processing and Management of Uncertainty in Knowledge-Based Systems, vol. 442 of Communications in Computer and Information Science. Springer International Publishing, pp 546–555

  9. Tabacchi M, Termini S (2015) Experimental modeling for a natural landing of fuzzy sets in new domains. In: Magdalena L, Verdegay JL, Esteva F (eds) Enric Trillas: a Passion for Fuzzy Sets, vol. 322 of Studies in Fuzziness and Soft Computing, Springer International Publishing, pp 179–188

  10. Tabacchi ME, Termini S (2015) Future is where concepts, theories and applications meet (also in fuzzy logic). In: Kacprycz J, Trillas E, Seising R (eds) Fuzzy Logic: Towards the Future. Studies in Fuzziness and Soft Computing. Springer, pp 323–339

  11. Termini S (2012) On some “family resemblances” of fuzzy set theory and human sciences. In: Seising R, Sanz Gonzales V (eds) Soft Computing in Humanities and Social Sciences, vol. 273 of Studies in Fuzziness and Soft Computing, Springer, Berlin, pp 39–54

  12. Termini S, Tabacchi ME (2014) Fuzzy set theory as a methodological bridge between hard science and humanities. Int J Intell Syst 29(1):104–117

    Article  Google Scholar 

  13. Trillas E (2006) On the use of words and fuzzy sets. Inform Sci 176(11):1463–1487

    Article  MATH  MathSciNet  Google Scholar 

  14. Trillas E, Termini S, Moraga C (2015) A naïve way of looking at fuzzy sets. Fuzzy Set Syst, available online 24.7.2014, ISSN 0165-0114, doi:10.1016/j.fss.2014.07.016

  15. Trillas E, Tabacchi ME, Termini S, Seising R (2015) Fuzziness, cognition and cybernetics: a historical perspective. In: Proceedings of IFSA 2015

  16. Trillas E, Termini S, Tabacchi ME, Seising R (2015) Fuzziness, cognition and cybernetics: an outlook on future. In: Proceedings of IFSA 2015

  17. Wiener N (1954) The Human Use of Human Beings: Cybernetics and Society. Da Capo Press

  18. Wiener N () The Machine Age. Retrieved online. http://monoskop.org/images/3/31/Wiener_Norbert_The_Machine_Age_v3_1949.pdf, last access: 21.10.2015

  19. Zadeh L (1996) Fuzzy logic = computing with words. IEEE Trans Fuzzy Syst 4(2):103–111

    Article  MathSciNet  Google Scholar 

  20. Zadeh L (2010) A Summary and Update of “Fuzzy Logic”, IEEE International Conference on Granular Computing (GrC), pp 14-16, 42, 44

  21. Zadeh LA (1965) Fuzzy sets. Inform Control 8(3):338–353

    Article  MATH  MathSciNet  Google Scholar 

  22. Zadeh LA (1975) The concept of a linguistic variable and its application to approximate reasoning – I, Inform Sci 8:

    Article  MATH  MathSciNet  Google Scholar 

  23. Zadeh LA (2002) From computing with numbers to computing with words – from manipulation of measurements to manipulation of perceptions. Int J Appl Math Comput Sci 12:307–324

    MATH  MathSciNet  Google Scholar 

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Correspondence to Marco Elio Tabacchi.

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Tabacchi, M., Termini, S. Fifty Fuzzily Gone, Many More to Go. Informatik Spektrum 38, 484–489 (2015). https://doi.org/10.1007/s00287-015-0933-6

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  • DOI: https://doi.org/10.1007/s00287-015-0933-6

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