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About Fuzzy Logic

已有 13007 次阅读 2013-7-15 06:13 |系统分类:海外观察| Logic

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I was  fortunate to be present among the audience at the first presentation of the Fuzzy Set Theory by Professor Lotfi Zadeh in 1964 when he was spending a sabbatical at MIT (the first paper on Fuzzy set was published in 1965). Now almost exactly half a century later, Fuzzy Logic  is a full  blown discipline and Professor Zadeh is still going strong overseeing the Berkeley  Institute forSoft Computing (BISC) at 90+ years old. Reported below are some factual information which speaks for themselves about the subject.

FactualInformation about the Impact of Fuzzy Logic

L.A.ZADEH


PATENTS

  • Number of     fuzzy-logic-related patents issued and applied in Japan: 7,149

  • Number of     fuzzy-logic-related patents issued in the United States: 16,898

 

 

JOURNALS

 

Fuzzy in title

  1. Fuzzy     Sets and Systems

  2. IEEE     Transactions on Fuzzy Systems

  3. International     Journal of Fuzzy Logic and Intelligent Systems

  4. Fuzzy     Optimization and Decision Making

  5.  Journalof Intelligent & Fuzzy Systems

  1. Fuzzy     Economic Review

  2. International     Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

  3. Journal     of Japan Society for Fuzzy Theory and Systems

  4. International     Journal of Fuzzy Systems

  5. International     Review of Fuzzy Mathematics

  6. Fuzzy Systems and Soft Computing

  7. Turkish Journal of Fuzzy Systems

  8. Annals     of Fuzzy Sets, Fuzzy Logic and Fuzzy Systems

  9. Iranian     Journal of Fuzzy Systems

  10. Fuzzy     Information and Engineering

  11. Advances     in Fuzzy Systems

  12. International     Journal of Fuzzy System Applications

  13. Advances     in Fuzzy Sets and Systems

  14. International     Journal of Fuzzy Systems and Rough Systems

  15. International     Journal of Fuzzy Logic Systems

  16. Journal     of Biomedical Fuzzy Systems Association

  17. Advances     in Fuzzy Mathematics

  18. Journal     of Fuzzy Mathematics

  19. Journal     of Advanced Research in Fuzzy and Uncertain

  20. Fuzzy     Systems & AI—Reports & Letters

  21. Neural     and Fuzzy Modeling Technology in Economics

 

Soft Computing intitle

1.      Soft Computing2.      Applied Soft Computing3.      Mathware & Soft Computing4.      Journal of Multiple-Valued Logic and Soft Computing5.      Applied Computational Intelligence and Soft Computing6.      Autosoft Journal. Intelligent Automation & Soft Computing7.      International Journal of Advances in Soft Computing and Its Applications8.      International Journal of Artificial Intelligence and Soft Computing9.      International Journal of Soft Computing Applications10.  International Journal on Soft Computing11.  International Journal of Soft Computing12.  International Journal of Mathematics and Soft Computing13.  International Journal of Soft Computing Simulation and Software Engineering14.  International Journal of Soft Computing and Bioinformatics15.  Journal of Artificial Intelligence and Soft Computing Research16.  International Journal of Soft Computing and Engineering17.  Fuzzy Systems and Soft Computing18.  International Journal of Research and Reviews in Soft and Intelligent Computing19.  International Journal of Factory Automation, Robotics and Soft Computing20.  International Journal of Biomedical Soft Computing and Human Sciences21.  Archives for the Philosophy and History of Soft Computing

 

 

COUNT of PUBLICATIONS

 

  • Count  of publications containing the word “fuzzy” in title, as cited in INSPEC  and MATH.SCI.NET databases.

Compiled on March 4, 2013.

 

INSPEC Database

 

1970-1979:   569

1980-1989:   2,375

1990-1999:   21,569

2000-2009: 44,658

2010-present: 20,194

Total:   89,365

 

MathSciNet Database

 

1970-1979:   446

1980-1989:   2,474

1990-1999:   5,526

2000-2009: 10,290

2010-present: 3,921

Total:   22,657

 

 

 

Impact on puremathematics/topology (Updated June 14, 2013)

  • Total number of papers     with “fuzzy topology” or “fuzzy topological spaces” in title (Google Scholar):     1234

  • Total number of books with     "fuzzy topology" or "fuzzy topological spaces" in     title (Google Books): 111

  • Total number of papers     with “fuzzy” in title (Google Scholar): 300,000

  • Number of     citations/results of papers by L. Zadeh (Google Scholar): 116,394

  • Number of citations of L. Zadeh's paper “Fuzzy sets,” Information and Control, 1965 (Google     Scholar):41,090

  • Number of members of the     BISC Group (subscribers on BISC mailing list) worldwide: 1,008

 



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