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Lotfi A Zadeh

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Institutions
  
U.C. Berkeley

Role
  
Mathematician

Doctoral students
  
Children
  
Norm Zada

Name
  
Lotfi Zadeh


Lotfi A. Zadeh How theories of Professor Lotfi Zadeh changed world

Born
  
Lotfi Aliasker Zadeh February 4, 1921 (age 103) Baku, Azerbaijan SSR (
1921-02-04
)

Fields
  
Mathematics, electrical engineering, artificial intelligence

Alma mater
  
Thesis
  
Frequency analysis of variable networks (1949)

Books
  
Fuzzy Sets, Fuzzy Logic, and Fuzzy Systems: Selected Papers

Education
  
Awards
  
Benjamin Franklin Medal, IEEE Medal of Honor

Similar People
  
Norm Zada, Pravin Varaiya, John R Ragazzini, Augustus De Morgan, Gottlob Frege

Doctoral advisor
  
John R. Ragazzini

Residence
  
United States of America

2009 benjamin franklin medal winner lotfi a zadeh


Lotfi Aliasker Zadeh (; Azerbaijani: Lütfəli Rəhim oğlu Ələsgərzadə; Persian: لطفی علی‌عسکرزاده‎‎; February 4, 1921 – September 6, 2017) was a mathematician, computer scientist, electrical engineer, artificial intelligence researcher and professor emeritus of computer science at the University of California, Berkeley.

Contents

Lotfi A. Zadeh wwweecsberkeleyeduFacultyPhotosHomepageszad

He was best known for proposing fuzzy mathematics consisting of these fuzzy-related concepts: fuzzy sets, fuzzy logic, fuzzy algorithms, fuzzy semantics, fuzzy languages, fuzzy control, fuzzy systems, fuzzy probabilities, fuzzy events, and fuzzy information.

Lotfi A. Zadeh Lotfi Zadeh and Fuzzy Logic YouTube

He was a founding member of the Eurasian Academy.

Lotfi A. Zadeh NIPSIA amp IPSIA interview of Prof Lotfi Zadeh May 9 2011

Lotfi a zadeh uc berkley franklin awards 2009 honoree


Life and career

Lotfi A. Zadeh Role Models in Science Engineering Achievement Lotfi Asker Zadeh

Zadeh was born in Baku, Azerbaijan Soviet Socialist Republic, as Lotfi Aliaskerzadeh, to an Iranian Azerbaijani father from Ardabil, Rahim Aleskerzade, who was a journalist on assignment from Iran, and a Russian Jewish mother, also an Iranian citizen, Fanya Korenman, who was a pediatrician from Odessa. The Soviet government at this time courted foreign correspondents, and the family lived well while in Baku. Zadeh attended elementary school for three years there, which he said "had a significant and long-lasting influence on my thinking and my way of looking at things."

In 1931, when Zadeh was ten years old, his family moved to Tehran in Iran, his father's homeland. Zadeh was enrolled in Alborz College, which was a Presbyterian missionary school, where he was educated for the next eight years, and where he met his future wife, Fay. Zadeh says that he was "deeply influenced" by the "extremely decent, fine, honest and helpful" missionaries from the United States who ran the college. "To me they represented the best that you could find in the United States – people from the Midwest with strong roots. They were really 'Good Samaritans' – willing to give of themselves for the benefit of others. So this kind of attitude influenced me deeply. It also instilled in me a deep desire to live in the United States." During this time, Zadeh was awarded several patents.

Lotfi A. Zadeh Lotfi A Zadeh Engineering and Technology History Wiki

Despite being more fluent in Russian than in Persian, Zadeh sat for the national university exams and placed third in the entire country. As a student, he ranked first in his class in his first two years. In 1942, he graduated from the University of Tehran with a degree in electrical engineering, one of only three students in that field to graduate that year, due to the turmoil created by World War II, when the United States, Britain and the Soviet Union invaded Iran, whose ruler, Reza Shah, was pro-German. Over 30,000 American soldiers were based there, and Zadeh worked with his father, who did business with them as a contractor for hardware and building materials.

Lotfi A. Zadeh 2009 Benjamin Franklin Medal Winner Lotfi A Zadeh YouTube

In 1943, Zadeh decided to emigrate to the United States, and traveled to Philadelphia by way of Cairo after months of delay waiting for the proper papers or for the right ship to appear. He arrived in mid-1944, and entered the Massachusetts Institute of Technology (MIT) as a graduate student later that year. While in the United States, he changed his name to Lotfi Asker Zadeh.

Lotfi A. Zadeh Lotfi A Zadeh Premios Fronteras

He received an MS degree in electrical engineering from MIT in 1946, and then applied to Columbia University, as his parents had settled in New York City. Columbia admitted him as a doctoral student, and offered him an instructorship as well. He received his Ph.D. in electrical engineering from Columbia in 1949, and became an assistant professor the next year.

Zadeh taught for ten years at Columbia, was promoted to Full Professor in 1957, and taught at the University of California, Berkeley from 1959 on. He published his seminal work on fuzzy sets in 1965, in which he detailed the mathematics of fuzzy set theory. In 1973 he proposed his theory of fuzzy logic.

Personal life and beliefs

Zadeh was called "quick to shrug off nationalism, insisting there are much deeper issues in life", and was quoted as saying in an interview: "The question really isn't whether I'm American, Russian, Iranian, Azerbaijani, or anything else. I've been shaped by all these people and cultures and I feel quite comfortable among all of them." He noted in the same interview: "Obstinacy and tenacity. Not being afraid to get embroiled in controversy. That's very much a Turkish tradition. That's part of my character, too. I can be very stubborn. That's probably been beneficial for the development of Fuzzy Logic." He described himself as "an American, mathematically oriented, electrical engineer of Iranian descent, born in Russia."

Zadeh was married to Fay Zadeh and had two children, Stella Zadeh and Norman Zada.

Zadeh died in his home in Berkeley, California, on September 6, 2017, at the age of 96. He was to be buried in Baku, Azerbaijan, where he was born; the funeral there was well attended by "highly respected people." A month previous to his death, the University of Tehran had released an erroneous report that Zadeh had died, but withdrew it several days later.

Work

According to Google Scholar, as of September 2017, Zadeh's work has been cited about 180,000 times in scholarly works, with the 1965 "Fuzzy Sets" paper receiving about 90,000 citations.

Fuzzy sets and systems

Zadeh, in his theory of fuzzy sets, proposed using a membership function (with a range covering the interval [0,1]) operating on the domain of all possible values. He proposed new operations for the calculus of logic and showed that fuzzy logic was a generalisation of classical and Boolean logic. He also proposed fuzzy numbers as a special case of fuzzy sets, as well as the corresponding rules for consistent mathematical operations (fuzzy arithmetic).

Other contributions

Zadeh is also credited, along with John R. Ragazzini, in 1952, with having pioneered the development of the z-transform method in discrete time signal processing and analysis. These methods are now standard in digital signal processing, digital control, and other discrete-time systems used in industry and research. He was an editor of the International Journal of Computational Cognition.

Zadeh's most recent work included computing with words and perceptions. His recent papers include From Search Engines to Question-Answering Systems—The Role of Fuzzy Logic, Progress in Informatics, No. 1, 1-3, 2005; and Toward a Generalized Theory of Uncertainty (GTU)—An Outline, Information Sciences, Elsevier, Vol. 172, 1-40, 2005.

Selected publications

  • 1965. Fuzzy sets. Information and Control. 1965; 8: 338–353.
  • 1965. "Fuzzy sets and systems". In: Fox J, editor. System Theory. Brooklyn, NY: Polytechnic Press, 1965: 29–39.
  • 1972. "A fuzzy-set-theoretical interpretation of linguistic hedges". Journal of Cybernetics 1972; 2: 4–34.
  • 1973. "Outline of a new approach to the analysis of complex systems and decision processes". IEEE Trans. Systems, Man and Cybernetics, 1973; 3: 28–44.
  • 1974. "Fuzzy logic and its application to approximate reasoning". In: Information Processing 74, Proc. IFIP Congr. 1974 (3), pp. 591–594.
  • 1975. "Fuzzy logic and approximate reasoning". Synthese, 1975; 30: 407–428.
  • 1975. "Calculus of fuzzy restrictions". In: Zadeh LA, Fu KS, Tanaka K, Shimura M, editors. Fuzzy Sets and their Applications to Cognitive and Decision Processes. New York: Academic Press, 1975: 1–39.
  • 1975. "The concept of a linguistic variable and its application to approximate reasoning", I-III, Information Sciences 8 (1975) 199–251, 301–357; 9 (1976) 43–80.
  • 2002. "From computing with numbers to computing with words — from manipulation of measurements to manipulation of perceptions" in International Journal of Applied Math and Computer Science, pp. 307–324, vol. 12, no. 3, 2002.
  • 2012. Computing With Words. Principal Concepts and Ideas. Berlin: Springer, 2012.
  • A complete list of publications is on the website: http://www.cs.berkeley.edu/~zadeh/

    Awards and honors

    Zadeh was a Fellow of the Institute of Electrical and Electronics Engineers, the American Academy of Arts and Sciences, the Association for Computing Machinery, the Association for the Advancement of Artificial Intelligence and the International Fuzzy Systems Association, and a member of the National Academy of Engineering. He was also a member of the Academies of Science of Azerbaijan, Bulgaria, Finland, Korea and Poland, and of the International Academy of Systems Studies in Moscow. He has received 24 honorary doctorates.

    Awards received by Zadeh include, among many others:

  • IEEE Education Medal; 1973
  • IEEE Richard W. Hamming Medal, for "seminal contributions to information science and systems, including the conceptualization of fuzzy sets"; 1992
  • American Society of Mechanical Engineers Rufus Oldenburger Medal; 1993.
  • Honorary Professorship from the Azerbaijan State Oil Academy; 1993
  • IEEE Medal of Honor, for "pioneering development of fuzzy logic and its many diverse applications"; 1995
  • American Automatic Control Council's Richard E. Bellman Control Heritage Award; 1998.
  • ACM Allen Newell Award; 2001
  • Outstanding Contribution Award, Web Intelligence Consortium (WIC), Halifax, Canada, 2003.
  • Wall of Fame, Heinz Nixdorf MuseumsForum (HNF), Paderborn, Germany, 2004.
  • V. Kaufmann Prize and Gold Medal, International Association for Fuzzy-Set Management and Economy (SIGEF), Barcelona, Spain, Nov. 15, 2004.
  • J. Keith Brimacombe IPMM Award in recognition of his development of fuzzy set theory and fuzzy logic, 2005.
  • Benjamin Franklin Medal in Electrical Engineering from The Franklin Institute in Philadelphia, for inventing and developing the field of "fuzzy logic"; 2009
  • Induction into the IEEE Intelligent Systems' AI's Hall of Fame, 2011, "for his work on soft computing, fuzzy logic, and neural-net theory".
  • BBVA Foundation Frontiers of Knowledge Award in the category of Information and Communication Technologies (ICT), Spain, 2012.
  • Honorary Doctor of the Obuda University (Budapest, Hungary)
  • References

    Lotfi A. Zadeh Wikipedia