IEEE Systems, Man and Cybernetics Magazine - July 2018 - 55

Remembering Lotfi Zadeh (continued from page 54)
day of the conference. At that time, to me, the theory of fuzzy

edited), organization of international conferences, symposia,

logic was purely a mathematical curiosity, which led me to

and workshops, and, most importantly, in the foundation

explore the field in greater depths. Over the last five decades,

of many international associations such as IFSA and NAFIP

I have witnessed the various phases of its development,

and in the founding of many international journals that are

from the very heavy criticisms by notable scientist and

devoted to fuzzy logic and fuzzy-neural systems.

mathematicians to the successful industrial applications. Prof.

I had the honor of meeting with Lotfi and Fay many times

Zadeh introduced to us the notion of graded membership,

during international conferences, in Berkeley, and roughly

a concept that is quite pervasive in human cognitive pro-

five times when I had invited him to visit our university. Prof.

cesses. This theory, which captures the vagueness in our

Zadeh's last visit was during 22-24 May 2006, when he

thought processes, revolutionized the field of logic with, as we

was bestowed by the University of Saskatchewan with an

have seen, many innovative mathematical ideas.

honorary D.Sc. for his work in the field of fuzzy logic. At the
reception, which was held at President Peter MacKinnon's

My Personal Association with Prof. Zadeh

residence, someone made the remark: "As a matter of fact,

Ever since my association with the field of fuzzy logic

Prof. Zadeh is honoring our university as well by accepting

and cognitive uncertainty, in 1968, the Intelligent Systems

this D.Sc. honor." Also, at the banquet of the biennial con-

Research Laboratory at the University of Saskatchewan,

ference of NAFIPS: New Frontiers in Fuzzy Logic and Soft

Canada, has contributed significantly to this innovative

Computing, which was held at the University of California,

field. We have done academic research in this field con-

Berkeley, on 19-22 June 1996, I had the honor of naming Prof.

cerning neural systems, which has appeared in several

Zadeh as "The Father of Fuzzy Logic" and his wife, Fay, as "The

international conferences [organized by the IFAC, IEEE,

Mother of Fuzzy Logic." I recall Fay asking "Madan, how can

International Society for Optics and Photonics, American

I be a mother when I did not make any contribution to this

Society of Mechanical Engineers, North American Fuzzy

field?" And my response to her was "How he can be a father

Information Processing Society (NAFIPS), International Fuzzy

if you are not a mother?"

Systems Association (IFSA), American Control Conference,

Prof. Zadeh has laid down a scientific path through his earlier

and more], research journals, books, and encyclopedias.

work on Z-transforms and, in his more recent publication,

We have aided the field in its development through the

Z-numbers, which will lead our future generation into the

publications of our books (three authored and more than 20

depths of perception and cognition.

at various future gatherings. Fuzzy
logic, soft computing, Z-numbers, and
the machine-intelligence quotient are
only few outcomes of this incredible
man's intellect. His timeless contributions will undoubtedly continue to
resonate within the scientific world
and profoundly impact human lives
everywhere.
It has been 25 years since I first
met Prof. Zadeh in person, and I am
now finishing my second sabbatical
in Berkeley as his last visiting scholar.
I have many fond memories of him in
every corner of this laboratory and
his home, as he and Fay were always
gracious and kind. However, perhaps,
my most profound memory comes
from those proud and young Iranian
and Iranian-American students who
would knock on this laboratory's
door, hoping for a chance to meet the

great Prof. Zadeh in person. We all
dearly miss him so much here and at
the roundtables. May God bless him.

[6] L. A. Zadeh, "Is there a need for fuzzy logic?"
Inform. Sci., vol. 178, no. 13, pp. 2751-2779, July
2008.
[7] L. A. Zadeh, "A note on Z-numbers," Inform. Sci.,

-Mohammad Akbarzadeh-T

vol. 181, no. 14, pp. 2923-2932, July 2011.
[8] L. A. Zadeh, "Toward a restriction-centered theory

References

of truth and meaning (RCT)," Inform. Sci., vol. 248, pp.

[1] L. A. Zadeh, "Outline of a new approach to the

1-14, 2013.

analysis of complex systems and decision processes,"

[9] L. A. Zadeh, "Stochastic finite-state systems

IEEE Trans. Syst., Man, Cybern., vol. 3, no. 1, pp.

in control theory," Inform. Sci., vol. 251, pp. 1-9,

28-44, Jan. 1973.

Dec. 2013.

[2] L. A. Zadeh and E. T. Lee, "Note on fuzzy languag-

[10] L. A. Zadeh, "A note on similarity-based defini-

es," Inform. Sci., vol. 1, no. 1, pp. 421-434, 1969.

tions of possibility and probability," Inform. Sci., vol.

[3] L. A. Zadeh, "The concept of a linguistic variable

267, pp. 334-336, May 2014.

and its application to approximate reasoning-I,"

[11] L. A. Zadeh, "A note on modal logic and possibility

Inform. Sci., vol. 8, no. 3, pp. 199-249, 1975.

theory," Inform. Sci., vol. 279, pp. 908-913, Feb. 2014.

[4] L. A. Zadeh, "The concept of a linguistic variable

[12] L. A. Zadeh, "The information principle," Inform.

and its application to approximate reasoning-II,"

Sci., vol. 294, pp. 540-549, Feb. 2015.

Inform. Sci., vol. 8, no. 4, pp. 301-357, 1975.

[13] L. A. Zadeh, "Stratification, target set reachability,

[5] L. A. Zadeh, "The concept of a linguistic variable

and incremental enlargement principle," Inform. Sci.,

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vol. 354, pp. 131-139, Aug. 2016.

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Ju ly 2018

IEEE SyStEmS, man, & CybErnEtICS magazInE

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