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)

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発行:筑波大学 URA研究戦略推進室・研究推進部