Hideyuki Takagi

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Hideyuki Takagi ist ein japanischer Computerwissenschaftler (* 1956 in der Gifu Präfektur), dessen Hauptforschungsgebiet interaktive Evolutionäre Algorithmen sind. Er ist Professor am Department Design der Kyushu University.


Wissenschaftliche Tätigkeit

Hideyuki Takagi hat einen Bachelor und Master in Design von der Kyushu Universität (1979 und 1981) und einen PhD von der Toyohashi University of Technology (1991).

Er forscht im Bereich Computer Intelligenz und interessiert sich für die Kooperation und Interaktion von AI-Technologie (Neuronale Netze, Fuzzy Systeme, Evolutionary Computation) und dem Menschen (Humanized Computational Intelligence). Schwerpunkt ist Interactive Evolutionary Computation (IEC).


Künstlerische Tätigkeit

Publikationen

2014

Yan Pei, Hideyuki Takagi, Qiangfu Zhao and Yong Liu, "A comprehensive analysis on optimization performance of chaotic evolution and its parameter distribution," 2014 IEEE International Conference on Systems, Man and Cybernetics (SMC2014), pp. 3496-3501, San Diego, CA, USA (Oct. 5-8, 2014). http://dx.doi.org/10.1109/SMC.2014.6974468

2013

Yan Pei and Hideyuki Takagi, "Fitness Landscape Approximation by Adaptive Support Vector Regression with Opposition-Based Learning," 2013 IEEE International Conference on Systems, Man and Cybernetics (SMC2013), pp.1329-1334, Manchester, UK (Oct. 13-16, 2013). http://dx.doi.org/10.1109/SMC.2013.230

Hideyuki Takagi, "Interactive evolutionary computation for analyzing human characteristics," Symposium on Emergent Trends in Artificial Intelligence & Robotics, (SETINAIR2013), Kosice, Slovakia, (Sept. 15-17, 2013). http://dx.doi.org/10.1155/2012/694836

Yan Pei and Hideyuki Takagi, "Approximating and Analyzing Fitness Landscape for Evolutionary Search Enhancement," Satellite Workshop on Problem, Landscape Analysis, Automated Algorithm Selection and Adaptation in Optimization at Foundations of Genetic Algorithms (FOGA2013) Workshop XII, Adelaide, Australia (Jan., 16-20, 2013). http://catalog.lib.kyushu-u.ac.jp/handle/2324/1434429/takagi12h.pdf

Yan Pei and Hideyuki Takagi,"Triple and Quadruple Comparison-Based Interactive Differential Evolution and Differential Evolution," 12th Workshop on Foundations of Genetic Algorithms XII (FOGAXI), Adelaide, Australia, pp.173-182 (16-20 January, 2013). http://dl.acm.org/citation.cfm?doid=2460239.2460255

Yan Pei and Hideyuki Takagi, "Accelerating IEC and EC Searches with Elite Obtained by Dimensionality Reduction in Regression Spaces," Journal of Evolutionary Intelligence, Springer-Verlag Berlin Heidelberg, vol.6, no.1, pp. 27-40 (2013). DOI: http://dx.doi.org/10.1007/s12065-013-0088-9

2012

Yan Pei and Hideyuki Takagi, "Comparative study on fitness landscape approximation with Fourier transform," 6th Int. Conf. on Genetic and Evolutionary Computing (ICGEC2012), Kitakyushu, Japan, pp.400-403 (Aug. 25-28, 2012). DOI: 10.1109/ICGEC.2012.74

Yan Pei and Hideyuki Takagi, "Fourier analysis of the fitness landscape for evolutionary search acceleration," IEEE Congress on Evolutionary Computation (CEC2012), pp.1-7, Brisbane, Australia (June 10-15, 2012). DOI: 10.1109/CEC.2012.6252924

Yan Pei and Hideyuki Takagi, "Comparative evaluations of evolutionary computation with elite obtained in reduced dimensional spaces," 3rd International Conference on Intelligent Networking and Collaborative Systems (INCoS2011), pp.35-40, Fukuoka, Japan (Nov.30 - Dec.2/2011). DOI: 0.1109/INCoS.2011.66

Hideyuki Takagi, "Interactive evolutionary computation for analyzing human aware mechanism,"Applied Computational Intelligence and Soft Computing, Vol. 2012, Article ID 694836 (2012). DOI: 10.1155/2012/694836 http://www.hindawi.com/journals/acisc/2012/694836/

2011

Yan Pei and Hideyuki Takagi, "A Survey on Accelerating Evolutionary Computation Approaches", 2nd International Conference of Soft Computing and Pattern Recognition (SoCPaR 2011), Dalian, China, pp.201-206 (Oct. 14-16, 2011). DOI: 10.1109/SoCPaR.2011.6089140

Ryohei Funaki and Hideyuki Takagi, "Acceleration Methods with a Gravity Vector and a Moving Vector for both Differential Evolution and Interactive Differential Evolution", 5th International Conference on Genetic and Evolutionary Computing, Kinmen/Taiwan and Xiamen/China, pp.287-290 (Aug.29-Sept.1, 2011). DOI: 10.1109/ICGEC.2011.71

Yan Pei and Hideyuki Takagi, "Accelerating Evolutionary Computation with an Elite Obtained in Projected One-Dimensional Spaces", 5th International Conference on Genetic and Evolutionary Computing, Kinmen/Taiwan and Xiamen/China, pp.89-92 (Aug.29-Sept.1, 2011). DOI: 10.1109/ICGEC.2011.30

2009

Hideyuki Takagi and Denis Pallez, "Paired 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). http://dx.doi.org/10.1109/NABIC.2009.5393359 http://arxiv.org/pdf/0909.2091

Hideyuki 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). http://ir.lib.hiroshima-u.ac.jp/files/public/28434/20141016164413563263/Lecture2-Takagi.pdf

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).

2008

Hideyuki Takagi, "New Topics from Recent Interactive Evolutionary Computation Researches", 12th Int. Conf. on Knowledge-Based Intelligent Information and Engineering Systems (KES2008), Zagreb, Croatia, p.14 (Sept. 3-5, 2008), Lecture Note in Computer Science, vol. 5177, p.14 (2008).

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

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).

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). http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4358781

2007

Hideyuki Takagi, "Directing the Emotions of Video Movie Viewers Using Interactive Evolutionary Computation based on Physiological Data," 2nd International Symposium on Design of Artificial Environments, Fukuoka, Japan, pp.244-247 (Nov. 29 - Dec. 1, 2007).

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).

2006


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

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

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," 2006 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE2006), pp.3295-3301, Vancouver, Canada (July 16-21, 2006).

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-Verlag Berlin Heidelberg, pp.586--598 (April 10-12, 2006).

Raffi R. Kamalian, Ying Zhang, Hideyuki Takagi, and Alice M. Agogino, "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).

2005

Raffi R. Kamalian, Ying Zhang, Hideyuki 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).

Hideyuki Takagi, "Design and Measurement with Interactive Evolutionary Computation," 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).

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

2004

Hideyuki Takagi, Tomohiro Takahashi, and Ken Aoki, "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). http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/SMC2004Takagi.pdf

Raffi Kamalian, Alice M. Agogino, and Hideyuki Takagi, "The role of contraints and human interaction in evolving MEMS designs: microresonator case study," 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).

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).

2003

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).

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

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

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


2002

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). http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/SEAL2002_4.pdf

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).

Hideyuki Takagi, "Auditory 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 http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/ISCI2002_1.pdf).

2001

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

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).

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). http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/ICOIN15.pdf

2000

Hideyuki Takagi, "Computational Intelligence with Human Capability," in Quo Vadis Computational Intelligence? New Trends and Approaches in Computational 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).

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) http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/JCIS2K_2.pdf

1999

Hideyuki Takagi, Toshihiko Noda, and Sung-Bae Cho, "Psychological Space to Hold Impression Among Media in Common for Media Database Retrieval System," IEEE International Conference on System, Man, and Cybernetics (SMC'99), Tokyo, Japan, vol.VI, pp.263-268 (Oct. 12-15, 1999) http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/SMC99DB_2.pdf

Hideyuki 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) http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/FUZZ-IEEE99_Yonsei.pdf

1998

Hideyuki Takagi, "Interactive Evolutionary Computation -- Cooperation of computational intelligence and human KANSEI. 5th International Conference on Soft Computing (IIZUKA'98), pp.41-50, World Scientific, Iizuka, Fukuoka, Japan, (Oct. 16-20, 1998). http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/IIZUKA98.pdf

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).

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

1997


Externe Links

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

takagi.hideyuki.457 ät m.kyushu-u.ac.jp


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