Publication

Journal

  • Tomohiro Harada "A pairwise ranking estimation model for surrogate-assisted evolutionary algorithms," Complex & Intelligent Systems, 2023.online

  • Tomohiro Harada, "A frequency-based parent selection for reducing the effect of evaluation time bias in asynchronous parallel multi-objective evolutionary algorithms," Natural Computing, 2022.online

  • Tomohiro Harada, Johei Matsuoka, Kiyohiko Hattori, "Behavior Analysis of Emergent Rule Discovery for Cooperative Automated Driving Using Deep Reinforcement Learning,", Artificial Life and Robotics, pp. 1-12, Springer, 2022.online

  • Tomohiro Harada, Sohei Kino, Ruck Thawonmas, "Investigating The Influence of Survival Selection and Fitness Estimation Method in Genotype-based Surrogate-assisted Genetic Programming," Artificial Life and Robotics, Springer, pp. 1-11, 2022.online

  • Yusuke Goto, Hiroyuki Morita, Yasuyuki Shirai, Hisashi Ichikawa, Naoki Hamada, Tomohiro Harada, "Design of Subsidy Payment Policies with Social Simulation- Report of Evolutionary Computation Competition 2021,", Transaction of the Japanese Society for Evolutionary Computation, Vol. 13, No. 1, pp. 23-39, 2022. (in Japanese)online

  • Tomohiro Harada, Enrique Alba, Gabriel Luque, "A fresh approach to evaluate performance in distributed parallel genetic algorithms," Applied Soft Computing (2020 Impact factor=6.725), Vol. 119, 108540, 22 pages, 2022.online

  • Naoki Hamada, Suguru Oho, Yuki Tanigaki, Tomohiro Harada, Yusuke Nojima, "Random Number Generation Problems based on Cognitive Biases for In-Game Events -- Report of Evolutionary Computation Competition 2020--," Transaction of the Japanese Society for Evolutionary Computation, Vol. 12, No. 3, pp. 112-124, 2021. (in Japanese)online

  • Hayato Noguchi, Akari Sonoda, Tomohiro Harada, Ruck Thawonmas, "Improving CPU utilization of interleaving generation parallel evolutionary algorithm with precedence evaluation of tentative solutions and their suspension," SICE Journal of Control, Measurement, and System Integration (JCMSI), Vol. 14, No. 1, pp. 242-256, 2021.online

  • Tomohiro Harada, Misaki Kaidan, Ruck Thawonmas, "Comparison of synchronous and asynchronous parallelization of extreme surrogate-assisted multi-objective evolutionary algorithm," Natural Computing (2019 Impact factor=1.495), 31 pages, 2020. online

  • Tomohiro Harada, Enrique Alba, "Parallel Genetic Algorithms: A Useful Survey," ACM Computing Surveys (2019 Impact factor= 7.990), Vol. 53, No. 4, 39 pages, 2020.online

  • Syuuya Ohtomo, Tomohiro Harada, Ruck Thawonmas, Takuo Ito, "Oil Leak Detection with Machine Learning and Topological Data Analysis," Information Processing Society of Japan Journal, Vol. 61, No. 8, pp. 1294-1305, 2020. (in Japanese) online

  • Tomohiro Harada, Keiki Takadama, "Analysis of semi-asynchronous multi-objective evolutionary algorithm with different asynchronies," Soft Computing, Vol. 24, pp. 2917-2939, (2017 Impact factor=2.367), 2020, https://doi.org/10.1007/s00500-019-04071-7.online

  • Syuuya Otomo, Tomohiro Harada, Ruck Thawonmas, "Proposal of Optimization Method Using Common Parts Information and Virtual Parent in Simultaneous Design Optimization Problem of Multiple Car Structures," Transaction of the Japanese Society for Evolutionary Computation, Vol. 9, No. 2, pp. 41-52, 2018. (in Japanese) online

  • Shubu Yoshida, Tomohiro Harada, Ruck Thawonmas, "Multimodal Genetic Programming Using Tree Similarity," Transactions of the Society of Instrument and Control Engineers, Vol. 54, No. 8, pp. 640-649, 2018. (in Japanese) online

  • Yusuke Tajima, Akinori Murata, Fumito Uwano, Tomohiro Harada, Keiki Takadama, "Sleep Stage Estimation Comparing Own Past Heartrate or Others' Heartrate,” SICE Journal of Control, Measurement, and System Integration (JCMSI), Vol. 11, No. 1. pp. 32-39 2018. online

  • Haruyuki Ishii, Akinori Murata, Fumito Uwano, Takato Tatsumi, Yuta Umenai, Keiki Takadama, Tomohiro Harada, Hiroyuki Kamata, Takayuki Ishida, Seisuke Fukuda, Shujiro Sawai and Shinichiro Sakai, "Improvement of the SLIM spacecraft location estimation by crater matching based onsimilar triangles and its improvement," AEROSPACE TECHNOLOGY JAPAN, THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, Vol. 17, pp. 69-78, 2018. (in Japanese) online

  • Tomohiro Harada, Keiki Takadama, "Machine-Code Program Evolution by Genetic Programming Using Asynchronous Reference-Based Evaluation through Single-Event Upset in On-Board Computer," Journal of Robotics and Mechatronics (JRM), Vol. 29, No. 5, pp. 808-818, 2017. online

  • Tung Duc Nguyen, Ayumu Shinya, Tomohiro Harada, Ruck Thawonmas, "Segmentation Mask Refinement Using Image Transformations," in IEEE Access, vol. 5, pp. 26409-26418, 2017. online

  • Tomohiro Harada, "Analyzing Influence of Relationship between Characteristic of Solutions and Their Evaluation Time in Asynchronous Evolutionary Algorithm," Transaction of the Japanese Society for Evolutionary Computation, Vol. 7, No. 2, pp. 46-55, 2016. (in Japanese) online

  • Tomohiro Harada, Keiki Takadama, Hiroyuki Sato, "Promoting Machine-Code Program Evolution in Asynchronous Genetic Programming," SICE Journal of Control, Measurement, and System Integration (JCMSI), Vol. 9, No. 2, pp. 93-102, 2016. online

  • Makoto Ishihara, Taichi Miyazaki, Tomohiro Harada, Ruck Thawonmas, "Analysis of Effects of AIs and Interfaces to Players' Enjoyment in Fighting Games," Information Processing Society of Japan Journal, No. 57, Vol. 11, pp. 2414 - 2425, 2016. (in Japanese) online

  • Keiki Takadama, Takahiro Jinba, Tomohiro Harada, Hiroyuki Sato, "Evolutionary multi-objective route and fleet assignment optimisation for regular and non-regular flights," Int. J. Automation and Logistics, Vol. 2, Nos. 1/2, pp. 122-152, 2016. online

  • Masaya Nakata, Tomohiro Harada, Keiji Sato, Hiroyasu Matsushima, Keiki Takadama, "Performance Improvement by Identification-based XCS Using Predicted Reward," Transactions of the Society of Instrument and Control Engineers, Vol. 48, No. 11, pp. 713 - 722, 2012. (in Japanese) online

  • Tomohiro Harada, Masayuki Otani, Yoshihiro Ichikawa, Kiyohiko Hattori, Hiroyuki Sato, Keiki Takadama, "Robustness to Bit Inversion in Registers and Acceleration of Program Evolution in On-Board Computer," Journal of Advanced Computational Intelligence and Intelligent Informatics (JACIII) , Vol.15, No.8, pp. 1175-1185, 2011. online

  • Masaya Nakata, Tomohiro Harada, Keiji Sato, Hiroyasu Matsushima, Keiki Takadama, "Promoting Generalization in Identification Based Learning Classifier System," Transactions of the Society of Instrument and Control Engineers, Vol. 47, No. 11, pp. 581 - 590, 2011. (in Japanese) online

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