Hideyuki Takagi
Inhaltsverzeichnis
Person
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
- 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: 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
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
- Jingye Ma and Hideyuki Takagi: Design of Composite Image Filters Using Interactive Genetic Programming. Innovations in Bio-Inspired Computing and Applications (IBICA), 2012 Third International Conference on, pp. 274-279, 2012. http://dx.doi.org/10.1109/IBICA.2012.45
- 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/
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
- 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: http://dx.doi.org/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: 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: New IEC Research and Frameworks. In: Fodor, J., Kacprzyk, J. (eds.) Aspects of Soft Computing, Intelligent Robotics and Control. SCI, vol. 241, pp. 65–76. Springer, Heidelberg (2009) DOI: http://link.springer.com/chapter/10.1007%2F978-3-642-03633-0_4
- 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). http://dx.doi.org/10.1109/ICSMC.2009.5346861
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 one page keynote with no references
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 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). http://dx.doi.org/10.1007/978-3-540-85563-7_5 no references
- 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). http://dx.doi.org/10.1109/SMCIA.2008.5045954
- 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://dx.doi.org/10.1109/TEVC.2007.904343
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
- 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). http://dx.doi.org/10.1109/CEC.2007.4425009
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
- Wang, S.F., Wang, S., Hideyuki Takagi: User Fatigue Reduction by an Absolute Rating Data-trained Predictor in IEC. In: Proc. IEEE Congress on Evolutionary Computation, pp. 2195–2200. IEEE Press, New York (2006) DOI: http://dx.doi.org/10.1109/CEC.2006.1688578
- 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). http://dx.doi.org/10.1109/ICSMC.2006.384656
- 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). http://dx.doi.org/10.1109/ICSMC.2006.384657
- 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). http://dx.doi.org/10.1109/FUZZY.2006.1681784
- 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). http://link.springer.com/chapter/10.1007%2F11732242_56
- 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). http://dx.doi.org/10.1007/11739685_45 http://best.berkeley.edu/~raffi/papers/LNAI_39300428.pdf
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). http://dx.doi.org/10.1109/ICMLC.2005.1527946 http://best.berkeley.edu/pubs/05_0402_P.pdf
- 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).http://link.springer.com/chapter/10.1007%2F3-540-32391-0_72
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). http://link.springer.com/chapter/10.1007%2F3-540-32391-0_3 no references
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://dx.doi.org/10.1109/ICSMC.2004.1401105 http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/SMC2004Takagi.pdf
- 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). http://link.springer.com/chapter/10.1007%2F978-3-540-24855-2_114 http://best.berkeley.edu/~raffi/papers/GECCO2004_31031030.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).
2003
- Hideyuki Takagi: Interactive evolutionary computation: Fusion of the capabilities of EC optimization and human evaluation. Proceedings of the IEEE 89, 1275–1296 (2001) DOI: http://dx.doi.org/10.1109/5.949485 http://candy.yonsei.ac.kr/courses/2003/03TAI/ch02-3.pdf (Slides: http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/downloadable/IECtutorial.ppsx)
- 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). http://neuron.tuke.sk/jaksa/publications/Jaksa-Nakano-Takagi-ICCC2003.pdf
- 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). http://link.springer.com/chapter/10.1007%2F978-3-7908-1902-1_15
- 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). http://dx.doi.org/10.1109/ICSMC.2003.1243863 no references
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
- 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). http://dx.doi.org/10.1109/ICSMC.2002.1173344 no references
- 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, 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
- 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). http://dx.doi.org/10.1109/ICSMC.2001.973057 no references
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). http://dx.doi.org/10.1109/SMCIA.2001.936746 no references
2000
- Hayashida, N., Hideyuki Takagi (2000): Visualized IEC: Interactive evolutionary computation with multidimensional data visualization. In: IEEE International Conference on Industrial Electronics, Control and Instrumentation (IECON2000). Nagoya, Japan, 2738–2743. DOI: http://dx.doi.org/10.1109/IECON.2000.972431 http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/SEAL2K_FinaPaperl.pdf
- Nishino, H., Hideyuki Takagi, Utsumiya, K. (2000): A Digital Prototyping System for Designing Novel 3D Geometries. In: 6th International Conference on Virtual Systems and Multimedia. Ogaki, Gifu, Japan, 473–482. http://www.citeulike.org/user/eisenmaj/article/11157766 http://hyperfun.org/FHF_Log/Nishino_EvolImplicit.pdf http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/ICVSMM2000.pdf
- 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
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
- 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). http://dx.doi.org/10.1109/kes.1999.820178 http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/KES99_5.pdf
- 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 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://dx.doi.org/10.1109/FUZZY.1999.790176 http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/FUZZ-IEEE99_Yonsei.pdf
1998
- Hideyuki Takagi: Interactive Evolutionary Computation. In: Proc. of the 5th International Conference on Soft Computing and Information / Intelligent Systems, Iizuka, Japan, pp. 41–50 (1998). http://alife.tuke.sk/kapitola/846/ines98.pdf (2002-Version: DOI: http://dx.doi.org/10.1109/5.949485)
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
- Aoki, K., Hideyuki Takagi (1997). 3-D CG lighting with an interactive GA. In: First International Conference on Knowledge-Based Intelligent Electronic Systems. Adelaide, SA, Australia, 296–301. DOI: http://dx.doi.org/10.1109/KES.1997.616927 http://alife.tuke.sk/kapitola/846/kes97.pdf http://www.design.kyushu-u.ac.jp/~takagi/TAKAGI/IECpaper/KES97.pdf
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
