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

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

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: http://dx.doi.org/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: http://dx.doi.org/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: http://dx.doi.org/10.1109/INCoS.2011.66

2011

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: http://dx.doi.org/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: http://dx.doi.org/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

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).

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).

2006

2005

2004

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).

2003

Hideyuki Takagi: Humanized Computational Intelligence with Interactive Evolutionary Computation. International Conference on Computational Cybernetics, Si\'{o}fok, Hungary, (August 29-31, 2003). http://dx.doi.org/10.1109/9780470544297.ch15

2002

2001

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).

1999

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

https://www.researchgate.net/researcher/70290774_Hideyuki_Takagi


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