Hideyuki TAKAGI

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24 Οκτ 2013 (πριν από 3 χρόνια και 7 μήνες)

264 εμφανίσεις

Hideyuki TAKAGI


4
-
9
-
1, Shiobaru, Minami
-
ku

Fukuoka, 815
-
8540 JAPAN

TEL&FAX: +81 92 553 4555

Email:

URL: http://www.design.kyushu
-
u.ac.jp/~takagi



Publications

BOOK, BOOK CHAPTER

1.

Isao Hayashi and Hideyuki Takagi, "Neural networks
-
driven fuzzy
reasoning," ed. by K. Hirota,
Practical fuzzy application technologies
,
Mimatsu Data System (1990) (in Japanese).

2.

Hideyuki Takagi and Isao Hayashi, "NN
-
driv
en Fuzzy Reasoning,"
International Journal of Approximate Reasoning (Special Issue of
IIZUKA'88), Vol.5, No.3, pp.191
-
213 (1991) in
Fuzzy Models for
Pattern Recognition
, ed. by J. C. Bezdek and S. K. Pal, IEEE Press
(1992).

3.

Hideyuki Takagi, "Fusion techno
logy of neural networks and fuzzy
logic: applications to consumer products," ed. by S. Amari,
New trend
of neural networks
, Science
-
sya, pp.207
-
220 (Oct., 1993) (in
Japanese).

4.

Hideyuki Takagi, "Application of neural networks and fuzzy logic to
consumer pr
oducts," in
Fuzzy Logic Technology and Applications
,
edited by Robert J. Marks II, IEEE Technical Activities Board (1994).

5.

Hideyuki Takagi, "Survey of Fuzzy Logic Applications in Image
Processing Equipment," ed. by J. Yen, R. Langari, and L. Zadeh,
Indust
rial Applications of Fuzzy Control and Intelligent Systems
,
Ch.4, pp.69
-
92, IEEE Press, Piscataway, NJ, USA (1995).

6.

Hideyuki Takagi, "Applications of Neural Networks and Fuzzy Logic
to Consumer Products," ed. by J. Yen, R. Langari, and L. Zadeh,
Industria
l Applications of Fuzzy Control and Intelligent Systems
,
Ch.5, pp.93
-
106, IEEE Press, Piscataway, NJ, USA (1995).

7.

Hideyuki Takagi, "Overview: Fusion technology of Fuzzy systems
and Neural Networks," ed. by T. Yamakawa, in
Fuzzy
-
Neural system
,
Nikkan Kougy
ou Sinbunsya, pp.37
-
64 (1995) (in Japanese).

8.

Michael A. Lee and Hideyuki Takagi, "A framework for studying the
effects of dynamic crossover, mutation, and population sizing in
genetic algorithms,"
Advances in Fuzzy Logic, Neural Networks and
Genetic Algor
ithms

Selected Papers from IEEE/Nagoya
-
University
World Wisepersons Workshop. edited by T. Furuhashi, Berlin,
Germany: Springer
-
Verlag, pp.111
-
126 (1995).

9.

translated by Hideyuki Takagi: D. Nauck and R. Kruse, "Neuro
-
Fuzzy
Systems Research and Applications

outside of Japan," Ch.8 in
Fuzzy
-

Neural Networks
, Asakura Publisher (April, 1996) (in Japanese).

10.

Michael A. Lee and Hideyuki Takagi, "Hybrid Genetic
-
Fuzzy
Systems for Intelligent Systems Design," pp.226
-
250 in
Genetic
Algorithms and Soft Computing
, edi
ted by F. Herrera and J.L.
Verdegay, Physica
-
Verlag, Heidelberg, a Springer
-
Verlag Company
(Sept., 1996).

11.

Hideyuki Takagi, "Fuzzy Logic Applications in Image Processing
Equipment: Intelligent VR Futures," Chapter 111, section 111.6,
pp.1426
-
1437i in
the I
ndustrial Electronics Handbook
, edited by D.
Irvin, CRC Press, Inc. BocaRaton, FL, USA (April, 1997).

12.

Hideyuki Takagi and Michael A. Lee, "Integration of fuzzy systems
and neural networks, and fuzzy systems and genetic algorithms,"
Ch.2, pp.11
-
38, in
Hybr
id Intelligent Engineering Systems

edited by L
C. Jain and R.K. Jain, World Scientific (Singapore) (May, 1997).

13.

Hideyuki Takagi, "
Introduction to fuzzy systems
, neural networks,
and genetic algorithms
," in
Intelligent Systems: Fuzzy Logic, Neural
Networks, and Genetic Algorithms
, Ch.1, pp.1
-
33, edited by D. Ruan,
Kluwer Academic Publishers (Norwell, Massachusetts, USA),
(September, 1997).

14.

translated by Hideyuk
i Takagi: Chuck Karr, "Adaptive Control with
Fuzzy Logic and Genetic Algorithms," Ch.18 in
Soft Computing
,
Kaibundo Publisher, pp.399
-
424 (February, 1998) (in Japanese).

15.

Yoshihiro Taguchi, Hideki Mitui and Hideyuki Takagi, "Keywords in
Complexity," Kyorit
su Publisher (Feb. 1, 2000) (in Japanese).

16.

Hideyuki Takagi, "Fusion technology of NN/FS/GA," Ch.11.8 in
Brain Science Handbook
, pp.948
-
951, (Asakura Publisher) (in
Japanese) (April 10, 2000).

17.

Hideyuki Takagi, Tatsuo Unemi, and Takao Terano, "Interactive
Evolutionary Computation," (Eds.) H. Kitano,
Genetic Algorithms 4
,
Ch.11, Sangyo Publisher, (Aug. 30, 2000) (in Japanese).

18.

Miho Ohsaki and Hideyuki Takagi, "Human Interface of Interactive
Evolutionary Computation and Its Evaluation," (Eds.) H. Kitano,
Gen
etic Algorithms 4
, Ch.13, Sangyo Publisher (Aug. 30, 2000) (in
Japanese).

19.

(Eds.) Japan Society for Fuzzy Theory and Systems,
Fuzzy and Soft
Computing Handbook

Kyoritu Publisher, Ch.19.3: H.
Takagi,"Interactive Evolutionary Computation," Ch.24.1: T.
Hashiy
ama and H. Takagi, "Fuzzy rule acquisition using Neural
Networks," and Ch.24.2: T. Hashiyama and H. Takagi, "Fuzzy rule
acquisition using Genetic Algorithms." (Sept. 10, 2000) (in Japanese).

20.

(Eds.) Dept. of Acoustic Design, Kyushu Institute of Design,
Int
roduction to Acoustic Design
, Kyushu University Publisher, H.
Takagi for Ch. 2.1, 2.2, 2.3, 2.6, 2.7, 2.8 Dec. 25, 2000 (in Japanese).

21.

Hideyuki Takagi, "Humanized Computational Intelligence with
Interactive Evolutionary Computation," in
Computational
Inte
lligence: The Experts Speak
, edited by D. B. Fogel and C. J.
Robinson, Wiley, Ch.15, pp.207
-
218 (May, 2003).

22.

Hideyuki Takagi, "
Auditory and Visual
-
based Signal Proces
sing with
Interactive Evolutionary Computation
," in
Machine Intelligence Quo
Vadis ?
, edited by P. Sincak, J. Vascak, and K. Hirota, pp.443
-
453,
World Scientific, Singapore (SPRING, 2004).

23.

Hideyuki Takagi, "Interactive Evolutionary Computation," (Eds.)
J
apan Society for Artificial Intelligence,
Encyclopedia of Artificial
Intelligence
, 6
-
15, pp.353
-
354, Kyoritu Shuppan (December, 2005)
(in Japanese).

24.

Hideyuki Takagi, "Evolutionary Computation
-
based Design Methods
for Environment with Human Factors," Desig
n Handbook of
Artificial Environment, Section 8.2.3, pp.387
-
392, Maruzen Co., Ltd.
(Decembe, 2007) (in Japanese).

25.

Hideyuki Takagi, "New IEC Research and Frameworks," pp.65
-
78, in
Aspects of Soft Computing, Intelligent Robotics and Control

edited by
János
Fodor and Janusz Kacprzyk, Springer
-
Verlag, Berlin
Heidelberg (2009).

26.

Hideyuki Takagi,

Ch.9 "Interactive Evolutionary
Computation,"


and Section 14.1 "Fuzzy Systems," in
Handbook of
Evolutionary Technology: Computation and Applications, Vol.1:
Fundamental
s
, edited by Committee on Evolutionary Technology:
Computation and Applications, Inst. of Electrical Engineers of
Japan,

Kindai Kagaku sha Co., Ltd., Tokyo Japan. (January, 2010).

JOURNAL/TRANSACTION PAPERS

1.

Satoshi Kabasawa, Hideyuki Takagi, and Machiko Sa
nnomiya,
"Requirement for Practical Use of Voice Text
-
Entry for Word
Processor," Trans. of IEICE, Vol.J70
-
D, No.11, pp.2115
-
2120 (1987)
(in Japanese)

2.

Hideyuki Takagi and Isao Hayashi: "NN
-
driven Fuzzy Reasoning,"
International J. of Approximate Reasoning
(special issue of
IIZUKA'88), Vol.5, No.3, pp.191
-
213 (1991)

3.

Hideyuki Takagi, Toshiyuki Kouda, and Yoshihiro Kojima,
"Neural
-
networks designed on Approximate Reasoning Architecture,"
J. of SOFT, Vol.3, No.1, pp.133
-
141 (1991) (in Japanese)

4.

Hideyuki Takag
i, Shigeo Sakaue, and Hayato Togawa, "Evaluation of
Non
-
linear Optimization Methods for the Learning Algorithm of
Artificial Neural networks," Trans. of IEICE, Vol.J74
-
D
-
II, No.4,
pp.528
-
535 (1991) (in Japanese)

(English translation appeared in Systems and

Computers in Japan,
Vol.23, No.1 (1992))

5.

Hideyuki Takagi and Noriyuki Suzuki, "Application of
Neural
-
networks designed on Approximate Reasoning Architecture to
the Adjustment of VTR Tape
-
Running Mechanisms," J. of SOFT,
Vol.3, No.4, pp.810
-
818 (1991) (in

Japanese)

6.

Hideyuki Takagi, "Outer Surface Data Extraction Algorithm from
Point Cluster in N
-
Dimensional Space and Its Applications," Trans. of
IEICE, Vol.J74
-
D
-
II, No.11, pp.1617
-
1620 (1991) (in Japanese)

7.

Hideyuki Takagi, Noriyuki Suzuki, Toshiyuki Koud
a, and Yoshinori
Kojima, "Neural
-
networks designed on Approximate Reasoning
Architecture and Its Applications," IEEE Trans. Neural Networks,
Vol.3, No.5, pp.752
-
760 (1992)

8.

Kazuo Asakawa and Hideyuki Takagi, "Neural Networks in Japan,"
The Communications o
f the ACM, Vol.37, No.3, pp.106
-
112 (1994)

9.

Huihua Liu, Hideyuki Takagi, Eiichi Tsuboka, Ditang Fang, and
Nanming Zhao, "A Method for Computation of Auditory Lateral
Inhibition Parameters," Acta Biophysica Sinica

vol.12, no.4,
pp.609
-
612 (December, 1996) (in Chinese).

10.

Hideyuki Takagi and Takashi Takeda, "Movement Models of Head
and Eyes for Computer Graphics," Trans. of IEICE, Vol.J80
-
A, No.8,
pp.1304
-
1311 (Aug., 1997) (in Japanese) Electronics and
Communications

in Japan, Part 3, vol.82, no.1, pp.41
-
50, Script
Tecnica (1999) (English Translation)

11.

Miho Ohsaki, Hideyuki Takagi, and Kimiko Ohya, "
An Input Method
Using Discrete Fi
tness Values for Interactive GA
," J. of Intelligent
and Fuzzy Systems, vol.6, no.1, pp.131
-
145 (1998)

12.

Ken Aoki and Hideyuki Takagi, "Interactive GA
-
based Design
Support System for Lighting Design in 3
-
D Computer Graphics,"
Trans. of IEICE, Vol.J81
-
DII, N
o.7, pp.1601
-
1608 (1998) (in
Japanese)

13.

Miho Ohsaki and Hideyuki Takagi, "Reduction of the Burden of
Human Interactive EC Operators
-

Improvement of present interface
by prediction of evaluation order
-
," J. of Japan Society for Artificial
Intelligence, vo
l.13, no.5, pp.712
-
719 (1998) (in Japanese).

14.

Shinichi Kamohara, Yutaka Ichinose, Takashi Takeda, and Hideyuki
Takagi, "Construction of Virtual Reality System for Arm Wrestling
with Interactive Evolutionary Computation," J. of Robotics and
Mechatronics, Vo
l.12, No.1, pp.48
-
52 (2000).

15.

Shinichi Kamohara, Takashi Yamada, Yutaka Ichinose, Takashi
Takeda, and Hideyuki Takagi, "Rehabilitation Support by Multiaxis
Force Display," J. of Robotics and Mechatronics, Vol.12, No.1,
pp.53
-
59 (2000).

16.

Eiji Mizutani, Hide
yuki Takagi, David M. Auslander, and Jyh
-
Shing
Roger Jang, "Evolving Color Recipe," IEEE Trans. on System, Man,
and Cybernetics, Part C, Vol.30, No.4, pp.537
-
550 (2000).

17.

Hideyuki Takagi, "
Fusion Technology of Neural Networks and Fuzzy
Systems: A Chronicled Progression from the Laboratory to Our Daily
Lives
," International Journal of Applied Mathematics and Computer
Science, Vol.10, No.4, pp.647
-
673 (2000).

18.

Hideyuki T
akagi, "
Interactive Evolutionary Computation: Fusion of
the Capabilities of EC Optimization and Human Evaluation
,"
Proceedings of the IEEE, Vol.89, No.9, pp.1275
-
1296 (2001).

19.

Norimasa Hayashida and Hideyuki Takagi, "
Acceleration of EC
Convergence with Landscape Visualization and Human Intervention
,"
Applied Soft Computing, E
lsevier Science, Vol. 1, No. 4F, pp.
245
-
256 (2002).

20.

Hiroaki Nishino, Hideyuki Takagi, and Kouich Utsumiya, "A 3D
Modeler for Aiding Creative Work Using Interactive Evolutionary
Computation," Trans. of IEICE, Vol.J85
-
D
-
II, No.9, pp.1473
-
1483
(2002) (in Ja
panese).

21.

Hideyuki Takagi, Takeo Ingu, and Kei Ohnishi, "Accelerating a GA
Convergence by Fitting a Single
-
Peak Function," J. of Japan Society
for Fuzzy Theory and Intelligent Informatics, vol.15, no.2,
pp.219
-
229 (2003


(in Japanese).

22.

Hideyuki Takagi and

Toshihiko Noda, "
Media Converter with
Impression Preservation Using a Neuro
-
Genetic Approach
,"
International J. of Hybrid Intelligent Systems, vol.1, no.1, pp.49
-
56

(2004).

23.

Kei Ohnishi and Hideyuki Takagi, "Numerical Optimization Based on
Competition and Evolution among Generating Mechanisms for
Search Points," IPSJ Transactions on Mathematical Modeling and Its
Applications, vol.45, no.SIG 2(TOM 10), pp.32
-
41 (2004)

(in
Japanese).

24.

Jun
-
ichi Koga, Naoto Kawasaki, Shigekiyo Fujii, Hideyuki Takagi,
"Simple Analog Filter to Improve the Voice Articulation of Mobile
Phones and PHS Under Noisy Environment," Trans. of IEICE,
vol.J87
-
A, no.7, pp.881
-
889 (2004) (in Japanese).

25.

Nobuhisa Tanaka and Hideyuki Takagi, "Virtual Reality Environment
Design of Managing Both Presence and Virtual Reality
Sickness,"Journal of Physiological Anthropology and Applied Human
Science, Vol. 23, No. 6: pp. 313
-
317 (2004).

26.

Shangfei Wang and Hideyu
ki Takagi, "Improving the Performance of
Predicting Users' Subjective Evaluation Characteristics to Reduce
Their Fatigue in IEC," Journal of Physiological Anthropology and
Applied Human Science, Vol. 24, No.1, pp. 81
-
85 (2005).

27.

Hideyuki Takagi, Shaingfei
Wang, and Shota Nakano "Proposal for a
Framework for Optimizing Artificial Environments Based on
Physiological Feedback," Journal of Physiological Anthropology and
Applied Human Science, Vol. 24, No.1, pp. 77
-
80 (2005).

28.

Nobuhisa Tanaka and Hideyuki Takagi
, "Design System of Virtual
Reality Environment Based on VR Presence and VR Sickness,"
Transactions of the Virtual Reality Society of Japan, Vol.11, No.2,
pp.301
-
312 (2006). (in Japanese)

29.

Alexandra Melike Brintrup, Hideyuki Takagi, Ashutosh Tiwari and
Jer
emy J. Ramsden, "Evaluation of sequential, multi
-
objective, and
parallel interactive genetic algorithms for multi
-
objective
optimization problems" Journal of Biological Physics and Chemistry,
Vol.6, pp.137
-
146 (2006).

30.

Hideyuki Takagi and Miho Ohsaki, "
Inte
ractive Evolutionary
Computation
-
Based Hearing
-
Aid Fitting
," IEEE Transaction on
Evolutionary Computation, vol.11, no.3, pp.414
-
427 (2007).

31.

Alexandra Melike Brintrup, Jeremy Ramsden, Hideyuki Takagi, and
Ashutosh Tiwari, "
Ergonomic Chair Design by Fusing Qualitative
and Quantitative Criteria using Interactive Genetic Algorithms
," IEEE
Transactions on Evolutionary Computation, vol.12, no.3,pp.343
-
354
(2008).

32.

Jan Dolinsky and Hide
yuki Takagi, "RNN With a Recurrent Output
Layer for Learning of Naturalness," Neural Information Processing
-

Letters & Reviews, vol.12, no.1
-
3, pp.31
-
42 (2008).

33.

Makoto Inoue and Hideyuki Takagi, "
Architectural room planning
support system using methods of generating spatial layout plans and
evolutionary multi
-
objective optimization
," Transaction of the Japan
Society for Artificial Intelligence, vol.24, no.1, pp.25
-
33 (2009). (in
Japane
se).

34.

Jan Dolinsky and Hideyuki Takagi, "Analysis and Modeling of
Naturalness in Handwritten Characters," IEEE Transactions on
Neural Networks, vol.20, no.10, pp.1540
-
1553 (2009).

INTERNATIONAL CONFERENCE PAPERS

1.

Machiko Sannomiya, Satoshi Kabasawa, Hideyu
ki Takagi, and Atushi
Yoshiya, "A study on voice recognition as human interface for
Japanese word
-
processor," 2nd Symposium on Human Interface,
pp.545
-
552, Tokyo, Japan, (Oct., 1986)

2.

Hideyuki Takagi and Isao Hayashi, "Artificial_neural_network
-
driven
fuzz
y reasoning," International Workshop on Fuzzy System
Applications (IIZUKA'88), pp.217
-
218, IIZUKA, Japan (Aug., 1988)

3.

Hideyuki Takagi, "Introduction of fast neural network algorithm and
artificial_neural_network
-
driven fuzzy reasoning into seismology,"
Si
no
-
Japan Conference on Seismological Research, A13(P) p.121,
Beijing, China (May, 1989)

4.

Hideyuki Takagi, "Fusion technology of fuzzy theory and neural
networks
-

Survey and future directions
-
," International Conference
on Fuzzy Logic & Neural Networks (I
IZUKA
-
90), Vol.1, pp.13
-
26
Iizuka, Japan (July, 1990)

5.

Hideyuki Takagi, Toshiyuki Kouda, and Yoshinori Kojima,
"Neural
-
network designed on approximate reasoning architecture and
its application to the pattern recognition," 1st International
Conference on F
uzzy Logic & Neural Networks (IIZUKA'90), Vol.2,
pp.671
-
674, Iizuka, Japan (July, 1990)

6.

Hideyuki Takagi, "Fusion of fuzzy system and neural networks, and
its strong points and problems," Sino
-
Japan Joint Meeting on Fuzzy
Sets and Systems, D1
-
6, pp.1
-
4, In
ternational Academic Press Beijing,
China (Oct., 1990)

7.

Kazuaki Obara and Hideyuki Takagi, "Formant extraction model by
neural networks and auditory model based on signal processing
theory," International Conference on Spoken Language Processing
(ICSLP
-
90)
, pp.1045
-
1048, Kobe, Japan (Nov., 1990)

8.

Hideyuki Takagi and Noriyuki Suzuki, "Application of
neural
-
network design on approximate reasoning architecture to the
adjustment of VTR tape
-
running mechanisms," 4th IFSA World
Congress, Vol.AI, pp.188
-
191, Belgi
um, Brussels (July, 1991)

9.

Hideyuki Takagi, "Cooperative System of Neural Networks and
Fuzzy Logic and Its Application to Consumer Products," 1st
International Workshop on Industrial Applications of Fuzzy Control
and Intelligent Systems, Collage Station, T
X USA (Nov. 1991) (same
as a
book

in BOOK CHAPTER)

10.

Hideyuki Takagi, "Design of Fuzzy System by NNs and Realization
of Adaptability," 3rd International Workshop on

Neural Networks and
Fuzzy Logic, Houston, TX USA (June, 1992)

11.

Hideyuki Takagi, "Using Boundary Shape Data for Effective
Adaptive Rule Modifications," 2nd International Conference on
Fuzzy Logic & Neural Networks (IIZUKA'92), pp.233
-
236, Iizuka,
Japan (Ju
ly, 1992)

12.

Hideyuki Takagi, "Cooperative System of Neural Networks and
Fuzzy Logic and its Applications," 26th Annual Asilomar Conference
on Signal, Systems, and Computers, Pacific Grove, CA USA (Oct.,
1992), pp.771
-
775, IEEE Computer Society Press (1992)

13.

Hideyuki Takagi, "Application of neural networks and fuzzy logic to
consumer products," IEEE International Conference on Industrial
Electronics, Control, Instrumentation, and Automation (IECON'92),
Vol.3, pp.1629
-
1633, San Diego, CA USA (Nov., 1992)

14.

Hide
yuki Takagi, "Survey: Fuzzy logic applications to image
processing equipment," 2nd International Workshop on Industrial
Fuzzy Control & Intelligent Systems, pp.1
-
9, Collage Station, TX
USA (Dec., 1992)

(almost ssame as a
book

in BOOK CHAPTER)

15.

Michael A. Lee and Hideyuki Takagi, "
Integrating Design Stage of
Fuzzy System using Ge
netic Algorithms
," IEEE 2nd International
Conference on Fuzzy Systems (FUZZ
-
IEEE'93), Vol. 1, pp.612
-
617
San Francisco, CA USA (March 29
-

April 1, 1993)

16.

Hideyuki Takagi and Michael A. Lee, "Neural Networks and Genetic
Algorithm Approaches for Auto
-
Desig
n of Fuzzy Systems," 8th
Austrian Artificial Intelligence Conference
-

Fuzzy Logic in Artificial
Intelligence (FLAI'93), pp.68
-
79, Linz, Austria, Springer Verlag
Publisher (June 28
-
30, 1993)

17.

Michael A. Lee and Hideyuki Takagi, "Embedding Apriori
Knowledge

into an Integrated Fuzzy System Design Method Based
on Genetic Algorithms," 5th IFSA World Congress, Vol.II,
pp.1293
-
1296, Seoul, Korea (July 4
-
9, 1993)

18.

Michael H. Smith and Hideyuki Takagi, "
Optimization of Fuzzy
Systems by Switching Reasoning Methods Dynamically
," 5th IFSA
World Congress, Vol.II, pp.1354
-
1357 Seoul, Korea (July 4
-
9, 1993)

19.

Hideyuki Takagi, "Neural Network and genetic Algorithm techniques
for Fu
zzy Systems," INNS World Congress on Neural networks
(WCNN'93), Vol.II, pp.631
-
634, Portland, OR (July 11
-
15, 1993)

20.

Michael A. Lee and Hideyuki Takagi, "Dynamic Control of Genetic
Algorithms using Fuzzy Logic Techniques," Proc. of 5th International
Confer
ence on Genetic Algorithms (ICGA'93), Urbana Champaign,
IL USA (July 17
-
21, 1993), pp.76
-
83, Morgan Kaufmann Publishers,
San Mateo, California (1993)

21.

Hideyuki Takagi, "Fusion techniques of fuzzy systems and neural
networks, and fuzzy systems and genetic a
lgorithms," SPIE Proc. of
Technical Conference on Applications of Fuzzy Logic Technology,
SPIE's International Symposium on Optical Tools for Manufacturing
and Advanced Automation, Vol.2061, pp.402
-
413, Boston, MA USA
(Sept. 8
-
10, 1993)

22.

Thomas Hessburg, M
ichael A. Lee, Hideyuki Takagi, and Masao
Tomizuka, "Automatic design of fuzzy systems using genetic
algorithms and its application to lateral vehicle guidance," SPIE Proc.
of Technical Conference on Applications of Fuzzy Logic Technology,
SPIE's Internati
onal Symposium on Optical Tools for Manufacturing
and Advanced Automation, Vol.2061, pp.452
-
463, Boston, MA USA
(Sept. 8
-
10, 1993)

23.

Eiji Mizutani, Jyh
-
Shing R. Jang, Kenichi Nishio, Hideyuki Takagi,
and David M. Auslander, "Coactive Neural Networks with Ad
justable
Fuzzy Membership Functions and Their Applications," International
Conference on Fuzzy Logic, Neural Networks, and Soft Computing
(IIZUKA'94), Iizuka, Fukuoka, Japan, pp.581
-
582 (Aug. 1
-
7, 1994)

24.

Michael H. Smith and Hideyuki Takagi, "Fuzzy Approxi
mators:
Optimizing a Fuzzy System by Dynamically Tuning the Ratio of
Firing Strengths," International Conference on Fuzzy Logic, Neural
Networks, and Soft Computing (IIZUKA'94), Iizuka, Fukuoka, Japan,
pp.363
-
364 (Aug. 1
-
7, 1994)

25.

Masao Ozaki, Michael A. L
ee, and Hideyuki Takagi, "Neural
Network, Fuzzy System, and Multiple Regression Models for Dental
Age Prediction," International Conference on Fuzzy Logic, Neural
Networks, and Soft Computing (IIZUKA'94), Iizuka, Fukuoka, Japan,
pp.313
-
314 (Aug. 1
-
7, 1994)


26.

Eiji Mizutani, Hideyuki Takagi, and David M. Auslander, "A
Cooperative System of Neural Networks and Genetic Algorithm with
Fuzzy Population Generator for Computer Recipe Prediction,"
International Conference on Fuzzy Logic, Neural Networks, and Soft
Com
puting (IIZUKA'94), Iizuka, Fukuoka, Japan, pp.83
-
84 (Aug. 1
-
7,
1994)

27.

Michael A. LEE and Hideyuki Takagi, "Learning Control Strategies
for High Performance Genetic Algorithms," 1994 IEEE/Nagoya
University World Wiesemen/women Workshop on Fuzzy Logic and
N
eural Networks/Genetic Algorithms (WWW'94)
-

Architecture and
Applications for Knowledge Acquisition/Adaptation
-
, Nagoya,
Aichii, pp.93
-
96 (Aug. 9 and 10, 1994)

28.

Eiji Mizutani, Hideyuki Takagi, and David M. Auslander, "A
Cooperative System based on Soft C
omputing Methods to Realize
Higher Precision of Computer Color Recipe Prediction,"
(Applications and Science of Artificial Neural Networks, Orlando, FL,
USA), Proc. of SPIE
-

The International Society for Optical
Engineering, Vol.2492, pp.303
-
314 (April 17
-
21, 1995)

29.

Mika Sato, Lakhmi C. Jain, and Hideyuki Takagi, "Design and
Implementation of Knowledge
-
Based Intelligent Systems," Proc. of
Electronic Technology Directions to the Year 2000, edited by L. C.
Jain, Vol.2, IEEE Computer Society Press, pp.402
-
430

(May 23
-
25,
1995)

30.

Takeshi Furuhashi, Hideyuki Takagi, and Lakhmi C. Jain, "Intelligent
Systems Using Artificial Neural Networks, Fuzzy Logic, and Genetic
Algorithms in Industry," Proc. of Electronic Technology Directions to
the Year 2000, edited by L. C.

Jain, Vol.2, IEEE Computer Society
Press, pp.485
-
495 (May 23
-
25, 1995)

31.

Hideyuki Takagi, "Auto
-
Designing Systems Based on Soft
Computing Techniques and Human Preference," 3rd European
Congress on Intelligent Techniques and Soft Computing (EUFIT'95),
Vol.1
, pp.646
-
650 Aachen, Germany (Aug.28
-
31, 1995)

32.

Tatsumi Watanabe and Hideyuki Takagi, "
Recovering System of the
Distorted Speech using Interactive genetic Algorithms
," I
EEE
International Conference on Systems, Man and Cybernetics (SMC'95),
Vol.1, pp.684
-
689, Vancouver, Canada (Oct. 22
-
25, 1995)

33.

Eiji Mizutani, Hideyuki Takagi, and David M. Auslander, "Evolving
Color Paint," IEEE International Conference on Evolutionary
Co
mputation (ICEC'95), Parse, WA, Australia, vol.2, pp.533
-
538
(Nov.27
-
Dec.1, 1995)

34.

Eiji Mizutani, Jyh
-
Shing R. Jang, Kenichi Nishio, Hideyuki Takagi,
and David M. Auslander, "Coactive Neuro
-
Fuzzy Modeling for Color
Recipe Prediction," IEEE International Co
nference on Neural
Networks (ICNN'95), Parse, WA, Australia, vol.5, pp.2252
-
2257
(Nov.27
-

Dec.1, 1995)

35.

Hideyuki Takagi, "Industrial and Commercial Applications of
NN/FS/GA/Chaos in 1990s," International Workshop on Soft
Computing in Industry (IWSCI'96),
Muroran, Hokkaido, Japan,
pp.160
-
165 (April 27
-
28, 1996)

36.

Hideyuki Takagi and Kimiko Ohya, "Discrete Fitness Values for
Improving the Human Interface in an Interactive GA," IEEE 3rd
International Conference on Evolutionary Computation (ICEC'96),
Nagoya, Ai
chi, Japan, pp.109
-
112 (May 20
-
22, 1996)

37.

Hideyuki Takagi, "System Optimization Without Numerical Target,"
1996 Biennial Conference of the North American Fuzzy Information
Processing Society (NAFIPS'96), Berkeley, CA, USA, pp.351
-
354
(June 19
-
22, 1996)

38.

Hi
deyuki Takagi, "Interactive GA for System Optimization: Problems
and Solution," 4th European Congress on Intelligent Techniques and
Soft Computing (EUFIT'96), Aachen, Germany, pp.1440
-
1444
(Sept.2
-
5, 1996)

39.

Hideyuki Takagi, Kimiko Ohya, and Miho Ohsaki, "I
mprovement of
Input Interface for Interactive GA and its Evaluation," International
Conference on Soft Computing (IIZUKA'96), World Scientific,
pp.490
-
493, Iizuka, Fukuoka, Japan, (Sept. 30
-

Oct. 5, 1996)

40.

Ken Aoki, Hideyuki Takagi, and Naomi Fujimura, "I
nteractive
GA
-
based Design Support System for Lighting Design in Computer
Graphics," International Conference on Soft Computing (IIZUKA'96),
World Scientific, pp.533
-
536, Iizuka, Fukuoka, Japan, (Sept. 30
-

Oct.
5, 1996)

41.

Ken Aoki and Hideyuki Takagi, "
3
-
D CG Lighting with an Interactive
GA
," 1st International Conference on Conventional and
Knowledge
-
based Intelligent Electronic Systems (KES'97),
pp.296
-
301, Adelaide, Austr
alia (May 21
-
23, 1997)

42.

Shin'ichi Kamohara, Hideyuki Takagi, and Takashi Takeda, "Control
Rule Acquisition for an Arm Wrestling Robot," IEEE International
Conference on System, Man, Cybernetics (SMC'97), Vol.5,
pp.4227
-
4231, Orlando, Florida, USA, (Oct. 12
-
15, 1997)

43.

Miho Ohsaki, Hideyuki Takagi, Takeo Ingu, "Methods to Reduce the
Human Burden of Interactive Evolutionary Computation," Asia Fuzzy
System Symposium (AFSS'98), Masan, Korea, pp.495
-
500 (June
18
-
21, 1998).

44.

Hideyuki Takagi, "
Interactive Evolutionary Computation: System
Optimization Based on Human Subjective Evaluation
," IEEE
International Conference on Intelligent Engineering Systems
(INES'98), Vienna, Austria, p
p.1
-
6 (Sept. 17
-
19, 1998)

45.

Miho Ohsaki and Hideyuki Takagi, "Improvement of Presenting
Interface by Predicting the Evaluation Order to Reduce the Burden of
Human Interactive EC Operators," IEEE International Conference on
System, Man, Cybernetics (SMC'98),

pp.1284
-
1289, San Diego, CA,
USA, (Oct. 11
-
14, 1998).

46.

Hideyuki Takagi, "
Interactive Evolutionary Computation
--

Cooperation of computational intelligence and human
KAN
SEI

--
,"
5th International Conference on Soft Computing (IIZUKA'98),
pp.41
-
50, World Scientific, Iizuka, Fukuoka, Japan, (Oct. 16
-
20,
1998).

47.

Miho Ohsaki and Hideyuki Takagi, "Application of Interactive
Evolutionary Computation to Optimal Tuning of Digita
l Hearing
Aids," 5th International Conference on Soft Computing (IIZUKA'98),
pp.849
-
852, World Scientific, Iizuka, Fukuoka, Japan, (Oct. 16
-
20,
1998).

48.

Hideyuki Takagi, Shin'ichi Kamohara, and Takashi Takeda,
"
Introduction of Soft Computing Techniques to Welfare Equipment
,"
1999 IEEE Midnight
-
Sun Workshop on Soft Computing Methods in
Industrial Applications (SMCia'99), Kuusamo, Finland, pp.116
-
121
(June 16
-
18, 1999)

49.

Hi
deyuki Takagi, Sung
-
Bae Cho, Toshihiko Noda, "
Evaluation of an
IGA
-
based Image Retrieval System Using Wavelet Coefficients
,"
IEEE International Conference on
Fuzzy Systems (FUZZ
-
IEEE'99),
Seoul, Korea, pp.1775
-
1780 (Aug. 22
-
25, 1999)

50.

Takeo Ingu and Hideyuki Takagi, "
Accelerating a GA Convergence
by Fitting a Single
-
Pe
ak Function
," IEEE International Conference on
Fuzzy Systems (FUZZ
-
IEEE'99), Seoul, Korea, pp.1415
-
1420 (Aug.
22
-
25, 1999)

51.

Hideyuki Takagi and Katsuhiro Kishi, "
On
-
line

Knowledge
Embedding for Interactive EC
-
based Montage System
," Third
International Conference on Knowledge
-
Based Intelligent
Information Engineering Systems (KES'99), Adelaide, Australia,
pp.280
-
283 (31st August
-

1st September, 1999)

52.

Hideyuki Takagi, Ta
kashi Takeda, Chin
-
Huat Ewe, "Moving Model
of a CG Head and Its Parametric Expression of Gender and Age,"
IEEE International Conference on System, Man, and Cybernetics
(SMC'99), Tokyo, Japan, vol.IV, pp.218
-
223 (Oct. 12
-
15, 1999)

53.

Hideyuki Takagi and Miho
Ohsaki, "
IEC
-
based Hearing Aids
Fitting
," IEEE International Conference on System, Man, and
Cybernetics (SMC'99), Tokyo, Japan, vol.III, pp.657
-
662 (Oct. 12
-
15,
1999)

54.

Hideyuki Takagi, Toshihiko Noda, and Sung
-
Bae Cho,
"
Psychological Space to Hold Impression Among Media in Common
for Media Database Retrieval System
," IEEE Internatio
nal
Conference on System, Man, and Cybernetics (SMC'99), Tokyo,
Japan, vol.VI, pp.263
-
268 (Oct. 12
-
15, 1999)

55.

Hideyuki Takagi, "
Active User Intervention in an EC Search
,"
International Conference on Information Sciences (JCIS2000,)
Atlantic City, NJ, USA, pp.995
-
998 (Feb. 27
-

Mar. 3, 2000)

56.

Miho Ohsaki and Hideyuki Takagi, "Design and Development of an
IEC
-
based Hearing Aids Fitting System," 4th Asia Fuzzy System
Sympos
ium (AFSS'00), Tsukuba, Japan, pp.543
-
548 (May 31
-

June 3,
2000)

57.

Hideyuki Takagi and Miho Ohsaki, "IEC fitting: New framework of
hearing aid fitting based on computational intelligence technology
and user's preference for hearing," Poster session PB9, In
ternational
Hearing Aid Research Conference (IHCON2000), pp.49
-
50, Lake
Tahoe, CA, USA (Aug. 23
-
27, 2000)

58.

Hideyuki Takagi, "Computational Intelligence with Human
Capability," in
Quo Vadis Computational Intelligence? New Trends
and Approaches in Computatio
nal Intelligence
, edited by P. Sincak
and J. Vascak, Springer
-
Verlag, pp.370
-
384 (2000).

(International Symposium on Computational Intelligence (ISCI2000),
Ko
\
v{s}ice, Slovakia (August 30
-

September 1, 2000).

59.

Yukichi Todoroki and Hideyuki Takagi. "User I
nterface of an
Interactive Evolutionary Computation for Speech Processing," 6th
International Conference on Soft Computing (IIZUKA2000), Iizuka,
Fukuoka, Japan, pp.112
-
118 (Oct. 1
-
4, 2000).

60.

Toshihiko Noda, Dong Zhao, and Hideyuki Takagi, "
Music Database
Retrieval and Media Conversion System Based on Impression
," 6th
International Conference on Soft Computing (IIZUKA2000), Iizuka,
Fukuoka, Japan pp.151
-
156 (Oct. 1
-
4, 2000).

61.

Shigekiyo Fujii, Hideyuki Takagi, Miho Ohsaki, Masahiro Watanabe,
and Shin'ichi Sakamoto "Evaluation and Analysis of IEC Fitting," 7th
Western Pacific Regional Acoustics Conference (WESTPRAC VII),
Kumamoto, Japan, 369
-
372 (Oct. 3
-
5, 2000).

62.

Hiro
aki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "
A Digital
Prototyping System for Designing Novel 3D Geometries
," 6th
International Conference on Virtual Systems
and MultiMedia
(VSMM2000), Ogaki, Gifu, Japan, pp.473
-
482, (Oct. 4
-
6, 2000).

63.

Kei Ohnishi and Hideyuki Takagi, "Feed
-
Back Model Inspired by
Biological Development to Hierarchically Design Complex
Structure," IEEE International Conference on System, Man, an
d
Cybernetics (SMC2000), Nashville, TN, USA, pp.3699
-
3704 (Oct.,
8
-
11, 2000).

64.

Norimasa Hayashida and Hideyuki Takagi, "
Visualized IEC:
Interactive Evolutionary

Computation with Multidimensional Data
Visualization
," IEEE International Conference on Industrial
Electronics, Control and Instrumentation (IECON2000), Nagoya,
Japan, pp.2738
-
2743 (Oct, 25
-
27, 2000).

65.

Hiroaki Nishino, Hideyuki Takagi, Sung
-
Bae Cho, and
Kouichi
Utsumiya, "
A 3D Modeling System for Creative Design
," The 15th
International Conference on Information Networking (ICOIN
-
15),
Beppu, Japan pp.479
-
486 (Jan. 31
-

Feb. 2, 2001).

66.

Fabio Boschetti and Hideyuki Takagi, "Visualization of EC
Landscape to Accelerate EC Conversion and Evaluation of its Effect,"
IEEE Congress on Evolutionary Computation (CEC2001), Seoul,
Korea, pp.880
-
886 (May 27
-
30, 2001).

67.

Hideyuki Takagi
,"Advancing the Human Experience with Interactive
Evolutionary Computation," IEEE Mountain Workshop on Soft
Computing in Industrial Application (SMCia/01), Blacksburg, VA,
USA, 133
-
134 (June 25
-
27, 2001).

68.

Hideyuki Takagi, "Computational Intelligence for G
eo
-
science,"
Workshop on Future Direction in the Analysis of Potential Field Data:
Inversion, Signal Processing, Interpretation, Perth, WA, Australia,
pp.1
-
4 (August 18, 2001).

69.

Miho Ohsaki, Shin'ich Sakamoto, Hideyuki Takagi, "Development
and Evaluation o
f an IEC Fitting System for Hearing Aids,"
International Conference on Acoustics (ICA2001), Rome, Italy,
5A.15.02 (Sept. 2
-
7, 2001).

70.

Dilip Kumar Pratihar, Norimasa Hayashida, and Hideyuki Takagi,
"Comparison of Mapping Methods to Visualize the EC Landscap
e,"
5th International Conference on Knowledge
-
Based Intelligent
Information Engineering Systems & Allied Technologies (KES2001),
Osaka/Nara, Japan, pp.223
-
227 (Sept. 6
-
8, 2001).

71.

Hideyuki Takagi, "Interactive Evolutionary Computation as
Humanized Computati
onal Intelligence Technology," International
Conference on Computational Intelligence (7th Fuzzy Days),
Dortmund, Germany, p.1 (October 1
-
3, 2001).

72.

Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya,
"Implementation and Evaluation of an IEC
-
Based 3D M
odeling
System," IEEE International Conference on Systems, Man, and
Cybernetics (SMC2001), Tucson, AZ, USA, pp.1047
-
1052 (Oct. 7
-
10,
2001).

73.

Chris Wijns, Louis Moresi, Fabio Boschetti, and Hideyuki Takagi,
"Inversion in Geology by Interactive Evolutionary
Computation,"
IEEE International Conference on Systems, Man, and Cybernetics
(SMC2001), Tucson, AZ, USA, pp.1053
-
1057 (Oct. 7
-
10, 2001).

74.

Hideyuki Takagi, "Introduction of Interactive Evolutionary
Computation and Its Applications to Computer Graphics," in
Advances in Soft Computing
, edited by L. Rutkowski and J. Kacprzyk,
Heidelberg, Germany: Physica
-
Verlag, pp.120
-
127 (2003).

(the Sixth International Conference on Neural Network and Soft
Computing, Zakopane, Poland, June 11
-
15, 2002).

75.

Hideyuki Takagi, "Au
ditory and Visual
-
based Signal Processing with
Interactive Evolutionary Computation," in
Machine Intelligence Quo
Vadis?
--

The Progressive Trends in Intelligent Technologies
--
, 2nd
Euro
-
International Symposium on Computational Intelligence
(E_ISCI2002),
Kosice, Slovakia, (June 16
-
19, 2002).

(same as a
book

in BOOK CHAPTER).

76.

Hiroaki Nishino, Hideyuki Takagi, Sato Saga, and Kouichi Utsumiya,
"A V
irtual Design System Empowered by Soft Computing
Techniques," 8th International Conference on Virtual Systems and
Multimedia (VSMM2002), Gyeongju, Korea, pp.409
-
418 (September
25
-
27, 2002).

77.

Tadahiko Murata and Hideyuki Takagi, Analysis of Evolutionary
Com
putation Research Through IEEE Conferences," IEEE
International Conference on Systems, Man, and Cybernetics
(SMC2002), Hammamet, Tunisia, vol.3, pp.236
-
240 (October 6
-
9,
2002).

78.

Hiroaki Nishino, Hideyuki Takagi, Sato Saga, and Kouichi Utsumiya,
"A Virtual
Modeling System for Intuitive 3D Shape
Conceptualization," IEEE International Conference on Systems, Man,
and Cybernetics (SMC2002), Hammamet, Tunisia, vol.4, pp.541
-
546
(October 6
-
9, 2002).

79.

Kei Ohnishi and Hideyuki Takagi, "Optimization Based on
Competit
ion and Evolution Among Searching," Joint 1st International
Conference on Soft Computing and Intelligent Systems and 3rd
International Symposium on Advanced Intelligent Systems
(SCIE
\
&ISIS2002), Tsukuba, Japan, (October 21
-
25, 2002).

80.

Hideyuki Takagi, "Hum
anized Computational Intelligence with
Interactive Evolutionary Computation," 6th National Computer
Science and Engineering Conference (NCSEC2002), Pattaya,
Thailand (October, 29
-
31 2002).

81.

Hideyuki Takagi and Norimasa Hayashida, "
Interactive EC
-
based
Signal Processing
," 4th Asia
-
Pacific Conference on Simulated
Evolution And Learning (SEAL2002), Singapore, pp.375
-
379
(November 18
-
22, 2002).

82.

Chris WIJNS, Fabio BOSCHETT
I, Hideyuki Takagi, and Louis
MORESI, "Interactive Inverse Modelling for Non
-
Linear Earth
Processes," 2003 International Union of Geophysics and Geodesy
(IUGG2003), Sapporo, Japan, pp.B.525 (June 30
-

July 11, 2003).

83.

Hideyuki Takagi, "Humanized Computatio
nal Intelligence with
Interactive Evolutionary Computation," International Conference on
Computational Cybernetics, Si
\
'{o}fok, Hungary, (August 29
-
31,
2003).

84.

Rudolf Jakvsa, Shota Nakano, and Hideyuki Takagi, "Image Filter
Design with Interactive Evolutio
nary Computation," International
Conference on Computational Cybernetics, Si
\
'{o}fok, Hungary
(August 29
-
31, 2003).

85.

Rudolf Jakvsa, and Hideyuki Takagi, "Tuning of Image Parameters by
Interactive Evolutionary Computation," IEEE International
Conference on
Systems, Man, and Cybernetics (SMC2003),
Washington D.C., pp.492
-
497 (October 5
-
8, 2003).

86.

Hiroaki Nishino, Tsuneo Kagawa, Masaki Hieda, Hideyuki Takagi,
and Kouichi Utsumiya, "An IEC
-
Based 3D Geometric Morphing
System," IEEE International Conference on Sy
stems, Man, and
Cybernetics (SMC2003), Washington D.C., pp.987
-
992 (October 5
-
8,
2003).

87.

Raffi Kamalian, Hideyuki Takagi, and Alice M. Agogino, "Optimized
Design of MEMS by Evolutionary Multi
-
objective Optimization with
Interactive Evolutionary Computation
," Genetic and Evolutionary
Computation (GECCO2004), Seattle, WA, pp. 1030
-
1041 (June
26
-
30, 2004).

88.

Meghna Babbar, Barbara Minsker, and Hideyuki Takagi, "Interactive
Genetic Algorithm Framework for Long Term Groundwater
Monitoring Design," World Water & E
nvironmental Resources
Congress 2004, Salt Lake City, Utah, USA, CD Proceedings (June
27
-
July 1, 2004).

89.

Raffi Kamalian, Alice M. Agogino, and Hideyuki Takagi, "The role of
contraints and human interaction in evolving MEMS designs:
microresonator case stud
y," The 2004 ASME International Design
Engineering Technical Conferences & Computers and Information in
Engineering Conference (DETC2004), DETC2004
-
57462, Salt Lake
City, Utah, USA (Sept. 28
-

Oct. 2, 2004).

90.

Hideyuki Takagi, Tomohiro Takahashi, and Ken Ao
ki, "
Applicability
of interactive evolutionary computation to mental health
measurement
," IEEE International Conference on Systems, Man, and
Cybernetics (SMC2004),

the Hague, the Netherlands, pp.5714
-
5718
(October 10
-
13 2004).

91.

Hiroaki Nishino, Tsuneo Kagawa, Hideyuki Takagi, and Kouichi
Utsumiya, "A synthesized 3DCG contents generator using IEC
framework," IEEE International Conference on Systems, Man, and
Cybernet
ics (SMC2004), the Hague, the Netherlands, pp.5719
-
5724
(October 10
-
13 2004).

92.

Abhishek Singh, Barbara Minsker, and Hideyuki Takagi, "Interactive
Genetic Algorithms for Inverse Groundwater Modeling: Issues with
Human Fatigue and Prediction Models," World W
ater
\
&
Environmental Resources Congress 2005, Anchorage, Alaska, USA,
CD Proceedings (May 15
-
19, 2005).

93.

Meghna Babbar, Barbara Minsker, and Hideyuki Takagi, "Expert
Knowledge in Long
-
Term Groundwater Monitoring Optimization
Process: The Interactive Genet
ic Algorithm Perspective," World
Water
\
& Environmental Resources Congress 2005, Anchorage,
Alaska, USA, CD Proceedings (May 15
-
19, 2005).

94.

Shangfei Wang and Hideyuki Takagi, "Evaluation of User Fatigue
Reduction Through IEC Rating
-
Scale Mapping," The Four
th IEEE
International Workshop on Soft Computing as Transdisciplinary
Science and Technology (WSTST2005), Muroran, Hokkaido, Japan,
Springer
-
Verlag, pp.672
-
681 (May25
-
27, 2005).

95.

Hideyuki Takagi, "Design and Measurement with Interactive
Evolutionary Comput
ation," The Fourth IEEE International
Workshop on Soft Computing as Transdisciplinary Science and
Technology (WSTST2005), Muroran, Hokkaido, Japan,
Springer
-
Verlag, pp.6
-
7 (May25
-
27, 2005).

96.

Raffi R. Kamalian, Ying Zhang, Hideyuki Takagi, and Alice M.
Agog
ino, "Evolutionary Synthesis of Micromachines Using
Supervisory Multiobjective Interactive Evolutionary Computation,"
Revised Selected Papers from ICMLC2005,

LNAI 3930,
Springer
-
Verlag Berlin Heidelberg, pp.429
-
437 (2006).

Raffi R. Kamalian, Ying Zhang, H
ideyuki Takagi, and Alice M.
Agogino, "Reduced Human Fatigue Interactive Evolutionary
Computation for Micromachine Design,'' 4th International
Conference on Machine Learning and Cybernetics (ICMLC 2005),
Guangzhou, China, pp.5666
-
5671 (August 18
-
21, 2005).


97.

Alexandra Melike Brintrup, Hideyuki Takagi, Jeremy Ramsden,
"Evaluation of Sequential, Multi
-
objective, and Parallel Interactive
Genetic Algorithms for Multi
-
objective Floor Plan Optimisation,''
EvoWorkshop2006, Budapest, Hungary, LNCS 3907, Springer
-
Ver
lag
Berlin Heidelberg, pp.586
--
598 (April 10
-
12, 2006).

98.

Raffi R. Kamalian, Reic Yeh, Ying Zhang, Alice M. Agogino, and
Hideyuki Takagi, "Reducing Human Fatigue in Interactive
Evolutionary Computation through Fuzzy Systems and Machine
Learning Systems," 20
06 IEEE International Conference on Fuzzy
Systems (FUZZ
-
IEEE2006), pp.3295
-
3301, Vancouver, Canada (July
16
-
21, 2006).

99.

Shangfei Wang, Xufa Wang, and Hideyuki Takagi, "User Fatigue
Reduction by an Absolute Rating Data
-
trained Predictor in IEC,"
2006 IEEE C
ongress on Evolutionary Computation, pp.7959
-
7964,
Vancouver, Canada (July 16
-
21, 2006).

100.

Raffi R. Kamalian, Alice M. Agogino, and Hideyuki Takagi,
"Interactive Evolutionary CAD System for MEMS Layout
Synthesis," 2006 IEEE International Conference on Syste
ms, Man,
and Cybernetics (SMC2006), Taipei, Taiwan, pp.3469
--
3474 (October
8
-
11, 2006).

101.

Shinya Henmi, Shino Iwashita, and Hideyuki Takagi, "Interactive
Evolutionary Computation with Evaluation Characteristics of
Multi
-
IEC Users," 2006 IEEE International C
onference on Systems,
Man, and Cybernetics (SMC2006), Taipei, Taiwan, pp.3475
--
3480
(October 8
-
11, 2006).

102.

Alexandra Melike Brintrup and Hideyuki Takagi, "The Effect of
User Interaction Mechanisms in Multi
-
objective IGA,'' Genetic and
Evolutionary Computat
ion Conference (GECCO2007), London, U.K.,
pp.2629
-
2632 (July, 2007).

103.

Raffi R. Kamalian, Alice M. Agogino, and Hideyuki Takagi, "Use
of Interactive Evolutionary Computation with Simplified Modeling

for Computationally Expensive Layout Design Optimization,'
' IEEE
Congress on Computational Intelligence (CEC2007), Singapore,
pp.4124
-
4129 (Sept., 2007).

104.

Jan Dolinsky and Hideyuki Takagi, "Synthesizing Handwritten
Characters Using Naturalness Learning," 5th International
Conference on Computational Cybernetics (
ICCC2007), Gammarth,
Tunisia, pp.101
-
106, (Oct. 19
-
21, 2007).

105.

Jan Dolinsky and Hideyuki Takagi, "Synthesizing Handwritten
Characters Using Naturalness Learning," 5th International
Conference on Computational Cybernetics (ICCC2007), Gammarth,
Tunisia, pp.1
01
-
106, (Oct. 19
-
21, 2007), Lecture Notes LNCS4984,
Springer
-
Verlag Berlin Heidelberg, pp.248
--
257 (2008).

106.

Kimio Shiraishi, Yoshihiro Kanazawa , Mutsumi Saito, Hideyuki
Takagi and Toshifumi Sakata, "Measurement of Tinnitus Using
Interactive Evolutionary C
omputation,"2nd International Symposium
on Design of Artificial Environments, Fukuoka, Japan, pp.126
-
127
(Nov. 29
-

Dec. 1, 2007).

107.

Hideyuki Takagi, "Directing the Emotions of Video Movie Viewers
Using Interactive Evolutionary Computation based on Physiolo
gical
Data," 2nd International Symposium on Design of Artificial
Environments, Fukuoka, Japan, pp.244
-
247 (Nov. 29
-

Dec. 1, 2007).

108.

Hideyuki Takagi, "New types of IEC Applications and Latest
Research on Reducing User Fatigue," 8th International Conference

on
Adaptive Computing in Design and Manufacture (ACDM2008),
Clifton, Bristol, UK (April 29
-

May 1, 2008).

109.

Makoto Inoue and Hideyuki Takagi, "Layout Algorithm for an
EC
-
based Room Layout Planning Support System," IEEE Conference
on Soft Computing in Indu
strial Applications (SMCia2008), Muroran,
Hokkaido, Japan, pp.165
-
170 (June 25
-
27, 2008).

110.

Yu Nakano and Hideyuki Takagi, "Influence of Quantization Noise
in Fitness on the Performance of Interactive PSO," IEEE Congress on
Evolutionary Computation (CEC2009
), Trondheim, Norway,
pp.2146
-
2422 (2009).

111.

Makoto Inoue and Hideyuki Takagi, "EMO
-
based Architectural
Room Floor Planning," IEEE International Conference on Systems,
Man and Cybernetics (SMC2009), San Antonio, TX, USA,
pp.524
-
529 (October 12
-
14, 2009).

112.

H
ideyuki Takagi, "New Frameworks of Interactive Evolutionary
Computation," The 5th International Conference on Computational
Intelligence & Applications (IWCIA2009), Higashi
-
Hiroshima, Japan,
p.2 (Novemver 10
-
12, 2009).

113.

Hideyuki Takagi and Denis Pallez, "P
aired Comparison
-
based
Interactive Differential Evolution," The first World Congress on
Nature and Biologically Inspired Computing (NaBIC2009),
Coimbatore, India, pp.375
-
480 (December, 9
-
11, 2009).

TUTORIAL PAPERS for JOURNALS

1.

Hideyuki Takagi, "Ambiguity
and Intelligent Information
Processing," J. of Inst. System, Control, and Information Engineers,
Vol.34, No.5, pp.263
-
273 (1990) (in Japanese).

2.

Hideyuki Takagi, "Fuzzy Knowledge Information Processing,"
Journal of The China Society for Scientific and Tech
nical Information,
pp.27
--
29, (translated by YoungFu Chen and HanLong Liu) (1990)
(in Chinese).

3.

Hideyuki Takagi, "Neural Networks, Part. I: introduction of Japanese
tutorial papers and books," J. of SOFT, Vol.4, No.3, pp.29
-
34 (1992)
(in Japanese).

4.

Hidey
uki Takagi, "Neural Networks, Part. II: introduction for
beginners," J. of SOFT Vol.4, No.4, pp.664
-
675 (1992) (in Japanese).

5.

Hideyuki Takagi, "Neural Networks, Part. III: cooperation with fuzzy
logic," J. of SOFT, Vol.4, No.6, pp.1086
-
1097 (1992) (in Jap
anese).

6.

Hideyuki Takagi, "Fusion Technology of Fuzzy System, Neural
Networks, and Genetic Algorithms: FS+NN and FS+GA," J. of SICE,
Vol.33, No.1, pp.33
-
39 (1994) (in Japanese).

7.

Seiichi Nakagawa and Hideyuki Takagi, "Statistical methods for
comparing patt
ern recognition algorithms and comments on
evaluating speech recognition performance," J. of ASJ, Vol.50, No.10,
pp.849
-
854 (1994) (in Japanese).

8.

Hideyuki Takagi, "Neural Networks, Fuzzy Systems, and Genetic
Algorithms for Intelligent Systems," J. of Arti
ficial Intelligence in
Dentistry, Vol.6, No.1, pp.19
-
28 (1996) (in Japanese).

9.

Hideyuki Takagi, "Cooperation of Genetic Algorithms and Fuzzy
Logic," J. of SOFT, Vol.10, No.4, pp.602
-
612 (1998) (in Japanese).

10.

Hideyuki Takagi, Tatsuo Unemi, Takao Terano, "
Perspective on
Interactive Evolutionary Computing
," J. of Japan Society for
Artificial Intelligence, vol.13, no.5 pp.692
-
703 (1998) (in Japanese).

11.

Hideyuki Takagi, "Persp
ective on Technologies relecting KANSEI," J.
of SOFT, Vol.11, No.6, pp.981
-
983 (1999) (in Japanese).

12.

Hideyuki Takagi, "Interactive Evolutionary Computation," J. of Japan
Society for Simulation Technology, vol.23, no.3, pp.21
-
26 (2004) (in
Japanese).

13.

Hide
yuki Takagi, "Design and Measurement with Interactive
Evolutionary Computation," J. of the Scociety of Instrument and
Control Engineeris, vol.44, no.

, 6
-
11 (2005) (in Japanese).

14.

Hideyuki Takagi and Yutaka Tochihara, "The 21st Century Center of
Excellence

(COE) Program ``Design of artificial environmens on the
basis of human sensibility'','' J. of Japan Society for Fuzzy Theory and
Intelligent Informatics, vol.17, no.4, pp.432
--
437 (2005) (in
Japanese).

BOOKLET REPORTS

Hideyuki Takagi et al., "Neuro
-
Fuzzy

Fusion Technology in Industry,"
Electric Society Technical Report No.604, (Sept., 1996) (in Japanese)

REPORTS for JOURNALS

1.

Hideyuki Takagi, "Conference Report: International Conference on
Fuzzy Logic and Neural Networks," J. of SOFT, Vol.2, No.4,
pp.527
-
5
30 (1990) (in Japanese)

2.

Hideyuki Takagi, "BOOK REVIEW:
Kobayashi, Yamakawa, and
Fukushima: Near Future of Next Generation Computer
-

Direction of
AI, Fuzzy Logic, and Neural Networks
-
," J. of SOFT, Vol.3, No.1,
pp.79
-
80 (1991) (in Japanese)

3.

Hideyuki Taka
gi, "Video Review:
Fuzzy logic and Neural Networks
for Computer Vision
," IEEE Trans. on Neural Networks, Vol.4, No.5,
pp.891
-
892 (1993)

4.

Hideyuki Takagi and Kenichi Nishio, "Talks of Visiting Fellows of
University of California at Berkeley," J. of SOFT, Vo
l.6, No.1,
pp.109
-
114 (1994) (in Japanese)

5.

Hideyuki Takagi, "Recognition rate was improved. Really ?" J. of
ASJ, Vol.50, No.6, p.506 (1994) (in Japanese)

6.

Hideyuki Takagi, "Conference Report: ISE'94 Workshop on Neuro
Fuzzy Systems," J. of SOFT, Vol.6, No.
6, p.84 (1994)

7.

Hideyuki Takagi, "Foreword" for Li, Luo, Wang,
Fuzzy Neural
Network
, Guizhou Keji Publisher (1994) (in Chinese)

8.

H. Takagi, "Conference Report: ISE'94 Workshop on Neuro Fuzzy
Systems," J. of SOFT, Vol.6, No.6, p.84 (1994) (in Japanese)

9.

Hid
eyuki Takagi, "My recommendable book," J. of ASJ, Vol.52,
No.8, p.662 (1996) (in Japanese)

10.

Hideyuki Takagi and Geuntaek Kang, "Report: Korea
-
Japan Joint
Overnight Meeting for Students and Young Researchers," J. of SOFT,
Vol.10, No.4, pp.687
-
689 (1998) (in

Japanese)

11.

Hideyuki Takagi, "BOOK REVIEW:
My Life and Travels with the
Father of Fuzzy Logic by Mrs. Zadeh,"
J. of SOFT, Vol.10, No.5,
pp.842
-
843 (1998) (in Japanese)

12.

Hideyuki Takagi, "Report: the Second Korea
-
Japan Joint Overnight
Workshop (KJJOW'99),"
J. of SOFT, Vol.12, No.1, pp.35
-
36 (2000)
(in Japanese).

13.

Naoyuki Kubota and Hideyuki Takagi, "Paperless at SOFT," J. of
SOFT, vol.15, no.5, pp.656
-
657 (2003).

14.

Hideyuki Takagi and Hitoshi Iba, "Preface: Interactive Evolutionary
Computation," New Generatio
n Computing, vol.23, no.2, pp.113
-
114
(2004).

CONFERENCE PAPERS (Japanese Domestic) (in Japanese)

1.

H.Takagi, T.Konishi, K.Fukudome and H.Date, "Study on Tracking
Error for Two
-
Dimensional Recording and Recording and
Reproduction of Acoustic Signal," Spring

meeting of ASJ 1
-
5
-
13,
pp.207
-
208 (June, 1979) (in Japanese)

2.

H.Date and H.Takagi, "Possibility for improvement of acoustic
feedback stability by means of linear prediction," autumn meeting of
ASJ 1
-
4
-
21, pp.257
-
258 (Oct. 1981) (in Japanese)

3.

H.Takagi, A.
Nakajima, H.Kusuhara and F.Maehara, "Application of
Japanese Linguistical Statistics to Speech Recognition," spring
meeting of ASJ 1
-
4
-
21, pp.41
-
42 (Mar., 1985) (in Japanese)

4.

S.Kabasawa and H.Takagi, "Investigation of Instructions for Voice
Input," autumn

meeting of ASJ 2
-
4
-
12, pp.73
-
74 (Sept., 1985) (in
Japanese)

5.

S.Kabasawa and H.Takagi, "Investigation of Instructions to get
expected input," 1st Human Interface Symposium, pp.421
-
424 (Oct.,
1985) (in Japanese)

6.

H.Takagi, H.Kusuhara and E.Tsuboka, "Evaluat
ion of Japanese
Linguistical Statistics for Text Entry by Voice," spring meeting of
ASJ 1
-
1
-
25, pp.49
-
50 (Mar., 1986) (in Japanese)

7.

H.Takagi, H.Kusuhara and E.Tsuboka, "Speech Recognition Error
Correction using Mono
-
syllable Conjunctions Dictionary," annu
al
meeting of IEICE (1387), p.6_29 (Mar., 1986) (in Japanese)

8.

S.Kabasawa, N.Hara, H.Takagi and E.Tsuboka, "A data base for
continuous speech recognition," autumn meeting of ASJ 1
-
3
-
10,
pp.19
-
20 (Oct., 1986) (in Japanese)

9.

H.Takagi, S.Kabasawa and E.Tsubok
a, "Phoneme Recognition using
Japanese Linguistical Statistic," autumn meeting of ASJ 2
-
3
-
18,
pp.87
-
88 (Oct., 1986) (in Japanese)

10.

H.Takagi, "Subjective Assessment of Voice
-
Activated
Word
-
Processor," 2nd Human Interface Symposium, pp.357
-
360
(Oct., 1986) (
in Japanese)

11.

M.Sannomiya, H.Takagi, S.Kabasawa, and T.Mio, "Subjective
Assessment of Voice Entry and Keyboard Entry," spring meeting of
ASJ 3
-
5
-
10, pp.109
-
110 (Mar., 1987) (in Japanese)

12.

E.Tsuboka, H.Takagi and N.Hara, "Phoneme Pattern Expression with
Dyn
amic Characteristics," autumn meeting of ASJ 3
-
3
-
6, pp.101
-
102
(Oct., 1987) (in Japanese)

13.

H.Takagi and E.Tsuboka, "Pseudo
-
Formant Extraction by Neural
Net," spring meeting of ASJ 3
-
P
-
11, pp.249
-
250 (Mar., 1988) (in
Japanese)

14.

H.Takagi and N.Hara, "Prosody

Control by Neural Net
-

a case of
Pitch Control
-
," spring meeting of ASJ 3
-
P
-
12, pp.251
-
252, (Mar.,
1988) (in Japanese)

15.

I.Hayashi and H.Takagi, "Formulation of Fuzzy Reasoning by Neural
Network," Fuzzy System Symp. of IFSA Japan, pp.55
-
60 (May, 1988)
(i
n Japanese)

16.

I.Hayashi and H.Takagi, "Artificial_Neural_Network
-
Driven Fuzzy
Reasoning that Self
-
Learns Reasoning Rules," 14th system symp. of
SICE, pp.59
-
64 (Aug., 1988) (in Japanese)

17.

H.Takagi and I.Hayashi, "Artificial_Neural_Network
-
Driven Fuzzy
Reason
ing," autumn meeting of IEICE D
-
169 (Sept., 1988) (in
Japanese)

18.

I.Hayashi H.Nomura, H.Takagi and K.Nagasaka, "Proposal of
Artificial_Neural_Network
-
Driven Fuzzy Reasoning," Intelligence
system Symp. of SICE KANSAI branch, pp.31
-
36 (Sept., 1988) (in
Japane
se)

19.

T.Kouda, H.Takagi and Y.Shimeki, "Recognition of Hand
-
written
Alphanumeric Characters by Artificial Neural Network
-

Study of
Model Size and Number of Learning Data
-
," Techn. Report of IEICE,
RTU88
-
57 (Sept., 1988) (in Japanese)

20.

H.Takagi, "Applicati
on of Neural Network for Speech, Image, and
Control," 2nd worksh. of NEURO COMPUTER (Sept., 1988) (in
Japanese)

21.

H.Takagi and E.Tsuboka, "Phonetic Segmentation by Artificial
Neural Network," autumn meeting of ASJ 2
-
P
-
7, pp.215
-
216 (Oct.,
1988) (in Japanese
)

22.

H.Takagi, panel discussion "Approach to Intelligence System
-

from
Neural Network Research Side
-
," associative meeting of five society
(Dec., 1988) (in Japanese)

23.

H.Takagi, "Approach to Expert System from Neural Network
Research Side," civil engineerin
g society (Jan., 1989) (in Japanese)

24.

E.Tsuboka and H.Takagi, "Time
-
Variant Parameter Hidden Markov
Model," spring meeting of ASJ 1
-
6
-
17, pp.33
-
34 (Mar., 1989) (in
Japanese)

25.

H.Takagi, S.Sakaue and H.Togawa, "Fast Learning Algorithm for
Artificial Neural N
etwork using Non
-
Linear Optimization Method,"
spring meeting of IEICE SD
-
1
-
12i, pp.7_305
-
7_306 (Mar., 1989) (in
Japanese)

26.

S.Sakaue, H.Takagi, T.Kouda, Y.Shimeki and H.Togawa,
"Evaluation of Non
-
Linear Optimization Method Applied to Learning
of Artificial
Neural Network," spring meeting of IEICE SD
-
1
-
13,
pp.7_307
-
7_308 (Mar., 1989) (in Japanese)

27.

T.Kouda, S.Sakaue, H.Takagi and Y.Shimeki, "Recognition of
Alphanumeric Characters by Artificial Neural Network
-

Study of
Reduction of calculation and learning ti
me
-
," Techn. Report of
IEICE, RTU88
-
151 (Mar., 1989) (in Japanese)

28.

T.Kouda, S.Sakaue, H.Yamamoto, H.Takagi and Y.Shimeki, "Fast
Back
-
propagation Learning Methods with New Estimation Function,"
autumn meeting of IEICE SD
-
1
-
13, pp.7_307
-
7_308 (Sept. 1989)
(in
Japanese)

29.

S.Sakaue, H.Takagi, T.Kouda, H.Yamamoto and Y.Shimeki, "Fast
Learning Method of Artificial Neural Network Applied to Image
Coding," autumn meeting of IEICE D
-
209, p.6_210 (Sept., 1989) (in
Japanese)

30.

H.Takagi, "Aim at Intelligent System
-

ha
rmonization of neural
network, fuzzy reasoning, and expert system
-
," cooperate meeting of
AI research and Information Soc. of CHUBU branch, (July, 1989) (in
Japanese)

31.

J.Nakahasi, E.Tsuboka and H.Takagi, "Time
-
Variant Parameter
Hidden Markov Model
-
Evalua
tion for real context
-
," autumn
meeting of ASJ 1
-
1
-
19, pp.37
-
38 (Oct., 1989) (in Japanese)

32.

H.Takagi, "Learning of Neural Network and the Boundary Research
Field between Fuzzy Theory and Neural Network," SOFT Kansai
Branch symposium (Nov., 1989) (in Japane
se)

33.

R. Suzuki, M. Misaki, and H. Takagi, "The noise reduction algorithm
using an auditory peripheral system," spring meeting of IEICE A
-
253,
p.1_253 (Mar., 1990) (in Japanese)

34.

J.Nakahasi, E.Tsuboka and H.Takagi, "Japanese Phoneme
Recognition using Time
-
V
ariant Mean vector Hidden Markov Model
(TVMHMM)," spring meeting of ASJ 2
-
P
-
25, pp.169
-
170 (Mar.,
1990) (in Japanese)

35.

H.Takagi and K.Obara, "Auditory model having Hypothetical
Function, and Formant Extraction by Neural Networks," Autumn
meeting of ASJ, (S
ept., 1990) (in Japanese)

36.

J.Nakahasi, E.Tsuboka and H.Takagi, "Speaker
-
independent isolated
digit recognition using time
-
variant mean vector Hidden Markov
Model (TVMHMM)," autumn meeting of ASJ 1
-
8
-
20, pp.39
-
40
(Sept., 1990) (in Japanese)

37.

H.Takagi, "fusi
on technology of neural networks and fuzzy logic: NN
1#1 fuzzy logic and fuzzy logic 1#1 NN," Annual Report of AI
application research group, Chapter 2, Section 2.9, pp.105
-
120,
Foundation of Kansai Information Center (Oct., 1990)(in Japanese)

38.

Y. Kojima,
T. Kohda, H. Takagi, Y. Shimeki, "A study of
generalization of artificial neural networks," autumn meeting of
IEICE D
-
5, p.6_5, (Oct., 1990) (in Japanese)

39.

H.Takagi and K.Obara, "Auditory Model Based on Homomorphic
Signal Analysis and Formant Extraction Mo
del," Techn. Report of
ASJ, H
-
90
-
55, pp.1
-
7 (Nov., 1990) (in Japanese)

40.

H.Takagi, "The spread of NN into consumer electronics
-

Implementation of logic into NN
-
," Symposium on Neural
-
networks;
Alliance and Perspective in Senri (SYNAPSE'91), memorandum
(Ma
y, 1991)(in Japanese)

41.

S.Nakagawa and H. Takagi, "Test of Significant Difference for
pattern recognition," IEICE Technical Report SPREC
-
91
-
7 (July 15,
1991)(in Japanese)

42.

T. Mekata, Y. Yoshizumi, Y. Yamada, and H. Takagi, "Noise
reduction using neural netw
orks and auditory filter bank," autumn
meeting of IEICE A
-
106, p.1_106 (Sept., 1991) (in Japanese)

43.

T. Mekata, Y. Yoshizumi, Y. Yamada, and H. Takagi, "Noise
reduction using neural networks," autumn meeting of ASJ 3
-
7
-
50,
pp.403
-
404, (Oct., 1991) (in Japan
ese)

44.

Hideyuki Takagi, "Genetic Algorithms for Fuzzy Systems and Fuzzy
Systems for Genetic Algorithms," 2nd Kansai joint meeting of
Information Society (July, 1994) (in Japanese) (in Japanese)

45.

Hideyuki Takagi "Fuzion Technologies of Neural Networks, Fuzzy

Systems, and Genetic algorithms and Their Industrial Applications,"
Electric Society, Dept. of Industrial Application, Matsuyama, Ehime
(August 24
-
26, 1994)(in Japanese)

46.

Tatsumi Watanabe and Hideyuki Takagi, "Enhancement of Distorted
Speech using Interac
tive GA," 11th Fuzzy System Symposium,
pp.183
-
186, Okinawa, (July, 1995) (in Japanese).

47.

Hideyuki Takagi, Hideyuki Takagi, "NN/FS/GA for intelligent
processing," Joint Conference of 21st Dental AI Research Group / 5th
Japan Computer Dental Medical Society,

Fukuoka (January, 1996)
(in Japanese).

48.

Hideyuki Takagi and Kimiko Ohya, "Improvement of input interface
for interactive genetic algorithms and its evaluation," IEICE D
-
156,
p.156 (March, 1996) (in Japanese).

49.

Takeshi Takeda and Hideyuki Takagi, "Estimati
on of the movement
of head and eyes for nonverbal interface," 38th Human Interface
News and Report, Vol.11, pp.143
-
148 (April 25, 1996) (in Japanese).

50.

Hideyuki Takagi, Kimiko Ohya, and Miho Ohsaki, Improvement of
Input Interface for Interactive Genetic Al
gorithms abd its
Evaluation," 12th Fuzzy System Symposium, Tokyo, pp.513
-
516
(June 4
-
7, 1996) (in Japanese).

51.

Shin'ichi Kamohara, Hideyuki Takagi, and Takeshi Takeda, "Control
rule acquisition for arm wrestling in virtual reality," 12th Fuzzy
System Sympos
ium, Tokyo, pp.487
-
490 (June 4
-
7, 1996) (in
Japanese).

52.

Takeshi Takeda and Hideyuki Takagi, "Movement Method of Head
and Eyes for Computer Graphics," IEICE A
-
15
-
9 (March, 1997) (in
Japanese).

53.

Ken Aoki and Hideyuki Takagi, "3
-
D CG Lighting Design Support
S
ystem using Interactive GA," IEICE A
-
15
-
30 (March, 1997) (in
Japanese).

54.

Ken Aoki and Hideyuki Takagi, "Lighting Design Support on 3
-
D
CG," 13th Fuzzy System Symposium, Toyama, pp.311
-
314 (June 4
-
6,
1997) (in Japanese).

55.

Takeo Ingu, Hideyuki Takagi, and Mi
ho Ohsaki, "Improvement of
Interface for Interactive Genetic Algorithms
-

Proposal for Fast GA
Convergence
-
," 13th Fuzzy System Symposium, Toyama,
pp.859
-
862 (June 4
-
6, 1997) (in Japanese).

56.

Hideyuki Takagi and Ken Aoki, "Interactive Evolutionary
Computat
ion: from creativity support to engineering applications,"
Workshop on Interactive Evolutionary Computation, pp.1
-
6, Fukuoka,
Japan (March, 1998) (in Japanese).

57.

Hideyuki Takagi Miho Ohsaki, and Takeo Ingu, "The Methods to
Reduce the Burden of Human Intera
ctive EC Operators," Workshop
on Interactive Evolutionary Computation, pp.47
-
52, Fukuoka, Japan
(March, 1998) (in Japanese).

58.

Miho Ohsaki and Hideyuki Takagi, "Application of Interactive
Evolutionary Computation to Digital Hearing Aids Fitting", 14th
Fuzzy

System Symposium, Gifu, pp.193
-
194 (June 3
-
5, 1998) (in
Japanese)

59.

Chin Huat Ewe, Hideyuki Takagi, and Takashi Takeda, "Expression
of sex and age in movement of 3
-
D CG head," Joint Technical
Meeting of Kyushu Chapters of Electric Related Societies, p.159,

Beppu, Ohita, Japan (Oct., 1998) (in Japanese)

60.

Katsuhiro Kishi and Hideyuki Takagi, "Developing Montage System
for Study on Interactive Evolutionary Computation," SOFT 3rd
Workshop on Evaluation of Heart and Mind, pp.15
-
18, Gamagoori,
Aichi, Japan (Nov.
28
-
29, 1998) (in Japanese).

61.

Hideyuki Takagi and Miho Ohsaki, "Automatic optimization of
hearing aids based on how user hears," Annual Meeting of Acoustic
Society of Japan, 1
-
2
-
18, pp.359
-
360 (March, 1999) (in Japanese).

62.

Miho Ohsaki, Takeshi Tsumura, Hide
yuki Takagi, and Mayumi
Shimada, "Evaluation of IEC fitting system on speech hearing,"
Annual Meeting of Acoustic Society of Japan, 1
-
2
-
19, pp.361
-
362
(March, 1999) (in Japanese).

63.

Miho Ohsaki, Takeshi Tsumura, Hideyuki Takagi, and Mayumi
Shimada, "Applica
tion of IEC fitting system to music hearing,"
Annual Meeting of Acoustic Society of Japan, 1
-
2
-
20, pp.363
-
364
(March, 1999) (in Japanese).

64.

Miho Ohsaki and Hideyuki Takagi, "Evaluation of an Interactive
EC
-
based Fitting System for Digital Hearing Aids," 15
th Fuzzy
System Symposium, pp.381
-
384 (June 2
-
5, 1999) (in Japanese).

65.

Katsuhiro Kishi and Hideyuki Takagi, "Evaluation of On
-
line
Knowledge Embedding for Interactive Evolutionary Computation,"
15th Fuzzy System Symposium, pp.379
-
380 (June 2
-
5, 1999) (in
J
apanese).

66.

Toshihiko Noda, Hideyuki Takagi, and MingZhi Zhang,
"Construction of a Psychological Factor Space for an IGA
-
based
Image Retrieval System and Subjective Test for the System," 15th
Fuzzy System Symposium, pp.683
-
684 (June 2
-
5, 1999) (in
Japanese)
.

67.

Takeo Ingu and Hideyuki Takagi, "Evaluation of Accelerating a GA
Convergence by Fitting a Single
-
Peak Function," 15th Fuzzy System
Symposium, pp.117
-
120 (June 2
-
5, 1999) (in Japanese).

68.

Hideyuki Takagi, "Auto
-
optimization for sytems based on
KANSE
:
from

art to engineering and ausement," Fukuoka Academy
-
Industry
Joint Plaza'99, Fukuoka, Japan, pp.64
-
69 (Oct., 1999) (in Japanese).

69.

Shigekiyo Fujii, Hideyuki Takagi, Miho Ohsaki, and Yasuhiko Arai,
"Knowledge Acquisition for Compensation for hearing impairme
nt
based on IEC Fitting," Technical Report of ASJ, H
-
99
-
121 (Dec. 17,
1999) (in Japanese).

70.

Toshihiko NODA, Dong ZHAO, Hideyuki Takagi, and Akito
TERAOKA "Media Database Retrieval and Conversion System based
on Impression," SOFT Kyushu Chapter Meeting, Sag
a, pp.1
-
4 (Dec.
18, 1999) (in Japanese).

71.

Yukichi Todoroki and Hideyuki Takagi, "User Interface of an
Interactive Evolutionary Computation for Speech Processing," SOFT
Kyushu Chapter Meeting, Saga, pp.13
-
16 (Dec., 18, 1999) (in
Japanese).

72.

Norimasa Hayashi
da and Hideyuki Takagi, "Introduction of an Active
Selection to the Interactive Evolutionary Computation by Using
Multi
-
dimentional Data Visualization," SOFT Kyushu Chapter
Meeting, Saga, pp.17
-
20 (Dec. 18, 1999) (in Japanese).

73.

Kei Ohnishi and Hideyuki Ta
kagi, "Proposal of an Algorithm
Inspired by Biological Development," SOFT Kyushu Chapter
Meeting, Saga, pp.71
-
76 (Dec. 18, 1999) (in Japanese).

74.

Masahiro Watanabe, Shinichi Sakamoto, Miho Ohsaki, and Hideyuki
Takagi, "Development of an IEC fitting system f
or commercial
hearing aids," Technical Report of ASJ, H
-
2000
-
6 (Jan. 27, 2000).

75.

Miho Ohsaki, Hideyuki Takagi, Masahiro Watanabe, and Shinichi
Sakamoto, "Development and evaluation of an IEC
-
based hearing
aids fitting system for practical use
-

Application

to a conventional
hearing aid," Annual Meeting of Acoustic Society of Japan, 2
-
10
-
1,
pp.331
-
332 (March, 2000) (in Japanese).

76.

Akihiro Kimura, Tsutomu Iwasaki, Yoshiyuki Kitajima, Hideyuki
Takagi, and Takashi Takeda, "Development of Fish Shape Generator
ba
sed on Interactive Evolutionary Computation," Joint Technical
Meeting of Kyushu Chapters of Electric Related Societies, p.525,
Fukuoka, Japan (September ***, 2000) (in Japanese).

77.

Tsutomu Iwasaki, Akihiro Kimura, Yuokichi Todoroki, Yuichiro
Hirose, Hideyuk
i Takagi, and Takashi Takeda, "Interactive Virtual
Aquarium (1st report)," 5th Annual Conference of the Virtual Reality
Society of Japan, pp.141
-
144 (September 18
-
20, 2000) (in Japanese)

78.

Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "3D
Modeling

Support Mechanism by Using Interactive Evolutionary
Computation," Tech. Report of IEICE, Vol.100, No.461, IE2000
-
78,
pp.1
-
8 (November 21
-
22, 2000) (in Japanese).

79.

Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya, "A 3D
Modeling System Using Interact
ive Evolutionary Computation,"
HINOKUNI Information Symposium 2001, JSIP Kyushu Chapter,
Fukuoka, Japan, pp.216
-
3223 (March 8
-
9, 2001) (in Japanese).

80.

Miho Ohsaki and Hideyuki Takagi, "Evaluation of practical use of the
IEC Fitting," 11th SOFT Tokai Fuzzy
Meeting, Chita, Aichi,
pp.1.1
-
1.4 (Sept., 2001) (in Japanese).

81.

Hideyuk Takagi and Yukichi Todotoki, "A Study on CG Creation
with an Interactive Evolutionary Computation and Autonomouse
Decentralized Model of Swimming Fishes," The 6th Virtual Reality
Socie
ty of Japan Annual Conference, Nagasaki, pp.271
-
272
(September 18
-
20, 2001) (in Japanese).

82.

Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya,
"Prototyping and Evaluation of a 3D Modeler for Aiding Concept
Formation," The 6th Virtual Reality Society o
f Japan Annual
Conference, Nagasaki, pp.471
-
478 (September 18
-
20, 2001) (in
Japanese).

83.

Norimasa Hayashida and Hideyuki Takagi, "Acceleration of EC
Convergence with Landscape Visualization and Human Intervention,"
MPS Symposium (Evolutionary Computation Sy
mposium), IPSJ
Symposium Series, vol.2001, no.12, pp.41
-
48, Kyotanabe, Kyoto
(October 18
-
19, 2001) (in Japanese).

84.

Hiroaki Nishino, Hideyuki Takagi, and Kouichi Utsumiya,
"Prototyping and Evaluation of a Complementary Design System
Using Interactive Evolut
ionary Computation and a Geometric
Modeler," MPS Symposium (Evolutionary Computation Symposium),
IPSJ Symposium Series, vol.2001, no.12, pp.179
-
186, Kyotanabe,
Kyoto (October 18
-
19, 2001) (in Japanese).

85.

Kei Ohnishi and Hideyuki Takagi, "Optimization Based

on Evolving
a Searching Mechanism," MPS Symposium (Evolutionary
Computation Symposium), IPSJ Symposium Series, vol.2001, no.12,
pp.187
-
192, Kyotanabe, Kyoto (October 18
-
19, 2001) (in Japanese).

86.

Shigekiyo Fujii and Hideyuki Takagi, "Preliminary Study on
R
ealizing Dynamic Characteristics of Hearing Compensation," Japan
Society of Acoustics, Kyushu Chapter, 4th Meeting for Students,
pp.35
-

38, (October 20, 2001) (in Japanese).

87.

Yukichi Todoroki, Chieko Tsuneto, Hideyuki Takagi, Hiroaki
Nishino, Koichi Utsuno
miya, and Ken Aoki, "Interactive
Evolutionary Computation for Computer Graphics," 3rd SOFT
Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.31
-
34
(December 1, 2001) (in Japanese).

88.

Kei Ohnishi and Hideyuki Takagi, "Extended Evolutionary
Computation with Ind
uctive and Deductive Methods," 3rd SOFT
Kyushu Chapter Meeting, KitaKyushu, Fukuoka, pp.35
-
38
(December 1, 2001) (in Japanese).

89.

Shigekiyo Fujii, Norimasa Hayashida and Hideyuki Takagi, and
Miho Ohsaki," Visualized IEC
-
based Hearing Aids Fitting System in
a PDA," 3rd SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka,
pp.61
-
64 (December 1, 2001) (in Japanese).

90.

Miho Ohsaki, Hideyuki Takagi, Shigekiyo Fujii, Shinichi Sakamoto,
Norimasa Hayashida, and Masahiro Watanabe, "IEC Fitting: Proposal,
System Developmen
t, Evaluation, and Toward Future Research on
Compensation for Hearing Impairment," Technical Report of ASJ,
vol.32, no.1, H
-
2002
-
04, pp.25
-
32 (January 25, 2002) (in Japanese).

91.

Tadahiko Murata and Hideyuki Takagi, "Evolutionary Computation
Research Trends
in IEEE International Conferences," 18th Fuzzy
System Symposium, Nagoya, Japan, pp.183
-
186 (August 28
-
31, 2002)
(in Japanese).

92.

Hideyuki Takagi and Norimasa Hayashida, "Visual
-
based Signal
Processing Using Interactive EC," 18th Fuzzy System Symposium,
Nago
ya, Japan, pp.211
-
212 (August 28
-
31, 2002) (in Japanese).

93.

Hideyuki Takagi, Yukichi Todoroki, Hiroaki Nishino, Chieko
Tsuneto, Ken Aoki, and Kouichi Utsumiya, "IEC
-
based Remote CG
Education System," 18th Fuzzy System Symposium, Nagoya, Japan,
pp.213
-
216 (A
ugust 28
-
31, 2002) (in Japanese).

94.

Kei Ohnishi and Hideyuki Takagi, "Combining Adaptive Algorithm
for Searching Areas and Evolutionary Algorithm," 18th Fuzzy
System Symposium, Nagoya, Japan, pp.449
-
502 (August 28
-
31, 2002)
(in Japanese).

95.

Hideyuki Takagi,
"Interactive Evolutionary Computation: Fusion of
the Capabilities of EC Optimization and Human Evaluation, Proc. of
7th Workshop on Evaluation of Heart and Mind, KitaKyushu,
Fukuoka, pp.37
-
58 (November 8
-
9, 2002

(in Japanese).

96.

Shota Nakano and Hideyuki Takagi, "Applicability of Visual
-
based
Signal Processing Using Interactive EC," 4th SOFT Kyushu Chapter
Meeting, KitaKyushu, Fukuoka, pp.43
-
46 (December 14, 2002) (in
Japanese).

97.

Rudolf Jaksa and Hideyuki Takagi,
"Analysis and Evaluation for
Interactive Evolutionary Computation
-
based Image Processing," MPS
Symposium, KyoTanabe, Japan, IPSJ Symposium Series, , Vol.2003,
No.2, pp.243
-
250 (January 16
-
17, 2003

.

98.

Shota Nakano and Hideyuki Takagi, "Medical Image Enhance
ment
Using Interactive EC," 19th Fuzzy System Symposium, Nagoya,
Japan, pp.111
-
112, (September 8
-
10, 2003) (in Japanese).

99.

Hideyuki Takagi, Tomohiro Takahashi, and Ken Aoki, "Applicability
of Interactive Evolutionary Computation to Mind Measurement,"
20th
Fuzzy System Symposium, Kitakyushu, pp.605
-
606 (June 2
-
5,
2004) (in Japanese).

100.

Tsuneo Kagawa, Hiroaki Nishino, Kouichi Utsumiya, and
Hideyuki Takagi, "A method of 3D modeling using interactive
evolutionary computation," 20th Fuzzy System Symposium,
Kitaky
ushu, pp.697
-
700 (June 2
-
5, 2004) (in Japanese).

101.

Tomohiro Takahashi and Hideyuki Takagi, "Measurement of
emotional dynamic expression range of schizophrenics using
interactive evolutionary computation," 38th Japanese Occupational
Therapy Congress and Expo
, Nagano, p.303 (June 25
-
27, 2004) (in
Japanese).

102.

Shinya Henmi, Tadahiko Murata, and Hideyuki Takagi,
"Interactive evolutionary computation with evaluation characteristics
of Multi
-
IEC Users
--

Experimental evaluation through simulation,"
21th Fuzzy Syste
m Symposium, Tokyo, pp189
-
192 (Sept. 7
-
9, 2005)
(in Japanese).

103.

Shino Iwashita, Shangfei Wang, and Hideyuki Takagi, "Subjective
evaluation on the method for reduction of IEC user's fatigue though
rationg scale mapping," 21th Fuzzy System Symposium, Tokyo,
pp.610
-
613 (Sept. 7
-
9, 2005) (in Japanese).

104.

Shinya Henmi, Shino Iwashita, and Hideyuki Takagi, "Analysis of
Evaluation Characteristics of Real Users to Realize IEC with
Evaluation Characteristics of Multi
-
IEC Users," 7th SOFT Kyushu
Chapter Meeting, KitaK
yushu, Fukuoka, pp.81
-
84 (December 10,
2005) (in Japanese).

105.

Raffi R. Kamalian

Hideyuki Takagi

Ying Zhang

Alice M.
Agogino "Interactive Evolutionary Computation
-
based MEMS
Design," 7th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka,
pp.85
-
88 (December 10
, 2005) (in Japanese).

106.

Hideyuki Takagi, Kensuke Irie, and Toshufumi Nakata, "Emotion
control of Multimedia Audience Based on Interactive Evolutionary
Computation and Physiological

Analysis," 7th SOFT Kyushu Chapter Meeting, KitaKyushu, Fukuoka,
pp.109
-
110

(December 10, 2005) (in Japanese).

107.

Nobuhisa Tanaka and Hideyuki Takagi,"VR System that Minimize
VR Sickness by Incorporating User's Personal Characteristics with
Neural Networks," 7th SOFT Kyushu Chapter Meeting, KitaKyushu,
Fukuoka, pp.111
-
114 (December

10, 2005) (in Japanese).

108.

Satoshi Kondo, Qiangfu Zhao, and Hideyuki Takagi, "Information
hiding technique based on morphing technology," Technical Report
of IEICE, Vol.105, No.608, ITS2005
-
46

78, pp.145
-
150 (February
20, 2006) (in Japanese).

109.

Hideyuki Tak
agi, "IEC Applications to Emotion Control and
MEMS Design and Reduction of IEC User Fatigue with Evaluation
Characteristics Models,'' The Institute of Electrical Engineers of
Japan, Technical Report, EvolTech
-
#4
-
06, pp.1
-
6 (March 6, 2006) (in
Japanese).

110.

H
ideyuki Takagi, "Optimization Method for Designs Based on
Preferences, KANSE, Experiences, and Physiological Responses,''
21st COE Research Presentation, Tokyo, pp.26
--
27 (August 28, 2006)
(in Japanese).

111.

Kensuke Irie, Toshifumi Nakata, Iori Nakaoka, Linfu

Li, and
Hideyuki Takagi, "Extraction of Physical Features for Controlling
Emotion of Video Movie Viewers," 22th Fuzzy System Symposium,
Sapporo, pp.191
--
194 (Sept. 6
--
8, 2005) (in Japanese).

112.

Iori Nakaoka, Toshifumi Nakata, Kensuke Irie, Shoko Nagasaki,
L
infu Li, and Hideyuki Takagi, "Speed Impression Model for
Switching Speed of Movie Shot," 22th Fuzzy System Symposium,
Sapporo, pp197
--
198 (Sept. 6
--
8, 2005) (in Japanese).

113.

Yu Nakano and Hideyuki Takagi, "Interactive particle swarm
optimization," 8th SOFT

Kyushu Chapter Meeting, KitaKyushu,
Fukuoka, pp.27
-
30 (December 9, 2006) (in Japanese).

114.

Linfu LI, Hideyuki Takagi, Shoko Nagasaki, and Toshifumi Nakata,
"Analysis of relationship between physical features of image media
and viewer's physiological charact
eristics," 8th SOFT Kyushu
Chapter Meeting, KitaKyushu, Fukuoka, pp.31
-
32 (December 9,
2006) (in Japanese).

115.

Hideyuki Takagi, "Toward Controlling Emotion of Video Movie
Viewers," 21st Century COE Workshop on Psychological and
Psychological Approach Toward
Comfortableness, pp.28
-
33, (June
18, 2007) (in Japanese).

116.

Yu Nakano and Hideyuki Takagi, "Influence of Quantization Noise
in Fitness Values to the Performance of Interactive PSO," Intelligent
System Symposium (FAN Symposium), Nagoya, pp325
-
328 (August
29
-
31, 2007) (in Japanese).

117.

Shigekazu Sugino and Hideyuki Takagi, "Designing Room
Lighting Environment Using Interactive Evolutionary Computation,"
23rd Fuzzy System Symposium

Nagoya, pp.585
-
588 (August 29
-
31,
2007) (in Japanese).

118.

Hideyuki Takagi, "Signal processing based on audio
-
visual
psychology and physiology," 2008 IEICE General Conference,
Kitakyushu, Japan, AS
-
7
-
1, (March 18
-
21, 2008). (in Japanese).

119.

Jan Dolinsky and H
ideyuki Takagi, "Synthesizing handwritten
characters using naturalness learning," 2008 IEICE General
Conference, Kitakyushu, Japan, D
-
2
-
12, p.25 (March 18
-
21, 2008).
(in Japanese).

120.

Makoto Inoue and Hideyuki Takagi, "Computational Geometry
Model for Evolut
ionary Spatial Planning"2008 IEICE General
Conference, Kitakyushu, Japan, D
-
8
-
29, p.137 (March 18
-
21, 2008).
(in Japanese).

121.

Makoto Inoue and Hideyuki Takagi, "Optimization of architectural
room planning using methods of generating spatial layout plans and

evolutionary multi
-
objective optimization: layout cases of six rooms
and corridors for an apartment," the 31st Symposium on Computer
Technology of Information, Systems and Applications, sponsored by
Research Committee on Information Systems Technology,
Ar
chitectural Institute of Japan, Toky, pp.163
-
166 (Dec., 4
-
5, 2008).
(in Japanese).

122.

Hideyuki Takagi, "Recent Topics of IEC Research," Evolutionary
Computation Symposium, Noboribetsu, Hokkaido, Japan, (CD
-
ROM)
(Dec. 20
-
21, 2008) (in Japanese).

123.

Chang Liu an
d Hideyuki Takagi, "Relationship Between Similarity
of Parallel IEC Users and Efficiency of Cooperative Parallel IEC
Works," The 19th Intelligent System Symposium (FAN2009),
Aizu
-
Wakamatsu, pp.9
-
12 (September 17
-
18, 2009). (in Japanese).

124.

Yu Nakano and Hid
eyuki Takagi, "Interactive Particle Swarm
Optimization," The 19th Intelligent System Symposium (FAN2009),
Aizu
-
Wakamatsu, pp.228
-
233 (September 17
-
18, 2009). (in
Japanese).

125.

Makoto Inoue and Hideyuki Takagi, "Combinations of
Some
-
Objective for Evolutionary

Many
-
Objective Optimization,"

The 62nd Joint Conference of Electrical and Electronics Engineering
in Kyushu, Iizuka, 09
-
1P
-
04 (Sept. 28
-
9, 2009). (in Japanese).

126.

Makoto Inoue and Hideyuki Takagi, "Some
-
Objective
Combination
-
based Evolutionary Many
-
Objecti
ve Optimization and
its Evaluation with Architectural Room Floor Planning," The 11th
SOFT Kyushu Chapter Annual Conference, Kitakyuhsu, Japan,
pp.45
-
48 (December 12, 2009) (in Japanese).

127.

Hideyuki Takagi and Denis Pallez, "Paired Comparison
-
based
Interacti
ve Differential Evolution," The Third Evolutionary
Computation Sympcdosium, Naha, Japan, pp.245
-
251 (December
19
-
20, 2009) (in Japanese).

Biography

He had worked for the Central Research Laboratories of Matsushita Electric
Industrial Co., Ltd. from April,

1981 to March, 1995. During these 14 years,
he has researched on software engineering, speech recognition, neural
networks, fuzzy systems, and genetic algorithms.

He was a Visiting Industrial Fellow of the University of California at
Berkeley from October
, 1991 to September, 1993, hosted by Prof. Lotfi A.
Zadeh of Computer Science Division. Besides his visiting research, he
played an educational role through research projects and technical meeting
with students, and BISC special seminar on Soft Computing o
f Computer
Science Division.

He has worked for Kyushu Institute of Design since April, 1995 as an
Associate Professor. He belonged to Department of Acoustic Design in 1995
-

1999 and Department of Art and Information Design in 1999
-

2003.
Kyushu Institute

of Design and Kyushu University merged into one on
October 1, 2003, and his affiliation name changed to Facullty of Design,
Kyushu University.

Prof. Takagi is interested in Computational Intelligence such as neural
networks, fuzzy systems, evolutionary co
mputations, and other so
-
called
Soft Computing technologies, especially cooperation of these technologies.
Currently, his interest focuses on Interactive Evolutionary Computation
which aims the cooperation of human and evolutionary computation. He is
also
interested in signal processing and human
-
machine interface.

Awards

1.

The Shinohara Memorial Young Engineer Award
of Institute of
the Electronics, Information and Communication Engineers in 1989

(Awarded paper: Hideyuki Takagi and Isao Hayashi, "
NN
-
driven
F
uzzy Reasoning
." (in Japanese))

2.

Best Paper Award

in vol.1 of the Proceedings of
the 1st Int'l
Conf.on Conventional and Knowledge
-
based Intelligent Electronic
Systems(KES'97)
, Adelaide, Australia (May 21
-
23, 1997)

(Awarded paper: Ken Aoki and Hideyuki Taka
gi, "
3
-
D CG Lighting
with an Interactive GA
.")

3.

Best Paper Award

at
the 5th Int'l Conf. on Soft Computing and
Information/Intelligent Systems (IIZUKA'98)

Iizuka, Fukuoka, Japan
(Oct. 16
-
20, 1998)

(Awarded paper: Miho Ohsaki and Hideyuki Takagi, "
Applicatio
n of
Interactive Evolutionary Computation to Optimal Tuning of
Digital Hearing Aids
,'')

4.

PC Best Paper Award at
the 15th Int'l Conf. on Information
Networking (ICOIN
-
15)
Beppu, Japan (Jan. 31
-

Feb. 2, 2001)

(Awarded paper: Hiroaki Nishino, Hideyuki Takagi
, Sung
-
Bae Cho,
and Kouichi Utsumiya, "
A 3D Modeling System for Creative
Design
")

5.

Distinguished Service Award
, Slovak Artificial Intelligence Society
(June, 2002).

6.

Outstanding Contribution Award
, IEEE Systems, Man, and
Cybernetics Society (October, 2003)
.

7.

Paper Award

of Japan Society for Fuzzy Theory and Intelligent
Informatics in 2004

(Awarded paper: Hideyuki Takagi, Takeo Ingu, and Kei Ohnishi,
"Accelerating a GA Convergence by Fitting a Single
-
Peak Function,"
J. of Japan Society for Fuzzy Theory and I
ntelligent Informatics,
vol.15, no.2, pp.219
-
229 (2003


(in Japanese) )

8.

Best Associate Editor Award
, IEEE Systems, Man, and Cybernetics Society
(October, 2005)