秋本 洋平 / Akimoto, Yohei

システム情報系 准教授 / Associate Professor, Faculty of Engineering,Information and Systems

関連記事 / Related Articles in COTRE

Finite-Sample Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution on Convex Quadratic Functions

 

論文 / Publication

  1. Direct-current electric invisibility through topology optimization Garuda Fujii, Youhei Akimoto, Masayuki Takahashi 123 (23) (2018)
  2. CMA-ES-based structural topology optimization using a level set boundary expression—Application to optical and carpet cloaks Garuda Fujii, Masayuki Takahashi, Youhei Akimoto 332 624 - 643 (2018)
  3. Exploring optimal topology of thermal cloaks by CMA-ES Garuda Fujii, Youhei Akimoto, Masayuki Takahashi 112 (6) (2018)
  4. Parameterless Stochastic Natural Gradient Method for Discrete Optimization and its Application to Hyper-Parameter Optimization for Neural Network. Kouhei Nishida,Hernán E. Aguirre, Shota Saito, Shinichi Shirakawa, Youhei Akimoto CoRR abs/1809.06517 (2018)
  5. Sample Reuse via Importance Sampling in Information Geometric Optimization. Shinichi Shirakawa, Youhei Akimoto, Kazuki Ouchi, Kouzou Ohara CoRR abs/1805.12388 (2018)
  6. Drift Theory in Continuous Search Spaces: Expected Hitting Time of the (1+1)-ES with 1/5 Success Rule. Youhei Akimoto, Anne Auger, Tobias Glasmachers CoRR abs/1802.03209 (2018)
  7. Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling. Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto CoRR abs/1801.07650 (2018)
  8. Embedded feature selection using probabilistic model-based optimization. Shota Saito, Shinichi Shirakawa, Youhei Akimoto Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018 1922 - 1925 (2018)
  9. Well placement optimization for carbon dioxide capture and storage via CMA-ES with mixed integer support. Atsuhiro Miyagi, Youhei Akimoto, Hajime Yamamoto Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018 1696 - 1703 (2018)
  10. Benchmarking the PSA-CMA-ES on the BBOB noiseless testbed. Kouhei Nishida, Youhei Akimoto Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018 1529 - 1536 (2018)
  11. Model parameter adaptive instance-based policy optimization for episodic control tasks of nonholonomic systems. Kyotaro Ohashi, Natsuki Fujiyoshi, Naoki Sakamoto, Youhei Akimoto Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018 1426 - 1433 (2018)
  12. Analysis of information geometric optimization with isotropic gaussian distribution under finite samples. Kento Uchida, Shinichi Shirakawa, Youhei Akimoto Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018 897 - 904 (2018)
  13. PSA-CMA-ES: CMA-ES with population size adaptation. Kouhei Nishida, Youhei Akimoto Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018 865 - 872 (2018)
  14. Drift theory in continuous search spaces: expected hitting time of the (1 + 1)-ES with 1/5 success rule. Youhei Akimoto, Anne Auger, Tobias Glasmachers Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018 801 - 808 (2018)
  15. CMA-ES and advanced adaptation mechanisms. Youhei Akimoto, Nikolaus Hansen Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018 720 - 744 (2018)
  16. A note on the CMA-ES for functions with periodic variables. Takahiro Yamaguchi, Youhei Akimoto Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO 2018, Kyoto, Japan, July 15-19, 2018 227 - 228 (2018)
  17. Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling. Shinichi Shirakawa, Yasushi Iwata, Youhei Akimoto Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orl 4074 - 4082 (2018)
  18. Optimal cluster head selection and rotation of cognitive wireless sensor networks for simultaneous data gathering and long life system Osamu Takyu, Shohei Fujii, Youhei Akimoto, Mai Ohta, Takeo Fujii, Fumihito Sasamori, Shiro Handa 13 (12) (2017)
  19. Benchmarking the novel CMA-ES restart strategy using the search history on the BBOB noiseless Testbed Takahiro Yamaguchi, Youhei Akimoto 1780 - 1787 (2017)
  20. CMA-ES and advanced adaptation mechanisms Youhei Akimoto, Nikolaus Hansen 641 - 674 (2017)

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発行:筑波大学 URA研究戦略推進室・研究推進部