Akimoto Yohei
- Refereed academic journal/Refereed international conference paper
- Adaptive Objective Selection for Multi-Fidelity Optimization
Akimoto Yohei; Shimizu Takuma; Yamaguchi Takahiro
Genetic and Evolutionary Computation Conference (GECCO ’19), July 13–17, 2019, Prague, Czech Republic/pp.700-708, 2019-07 - Topology-optimized thermal carpet cloak expressed by an immersed-boundary level-set method via a covariance matrix adaption evolution strategy
Garuda Fujii; Akimoto Yohei
International Journal of Heat and Mass Transfer/137/pp.1312-1322, 2019-07 - Adaptive Stochastic Natural Gradient Method for One-Shot Neural Architecture Search
Akimoto Yohei; Shirakawa Shinichi; Yoshinari Nozomu; Uchi...
Proceedings of the 36th International Conference on Machine Learning, ICML 2019, 9-15 June 2019, Long Beach, California, USA/pp.171-180, 2019-06 - Application of optimal control theory based on the evolution strategy (CMA-ES) to automatic berthing
Maki Atsuo; Sakamoto Naoki; Akimoto Yohei; Nishikawa Hir...
Journal of Marine Science and Technology/25(1)/pp.221-233, 2019-05 - Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
Akimoto Yohei; Hansen Nikolaus
Evolutionary Computation/28(3)/pp.405-435, 2019-05 - Finite-Sample Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution on Convex Quadratic Functions
Uchida Kento; Shirakawa Shinichi; Akimoto Yohei
IEEE Transactions on Evolutionary Computation/24(6)/pp.1035-1049, 2019-05 - DC carpet cloak designed by topology optimization based on covariance matrix adaptation evolution strategy
Fujii Garuda; Akimoto Youhei
OPTICS LETTERS/44(8)/pp.2057-2060, 2019-04 - Analysis of Information Geometric Optimization with Isotropic Gaussian Distribution Under Finite Samples
Uchida Kento; Shirakawa Shinichi; Akimoto Yohei
Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.897-904, 2018-07 - PSA-CMA-ES: CMA-ES with Population Size Adaptation
Nishida Kouhei; Akimoto Yohei
Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.865-873, 2018-07 - Drift Theory in Continuous Search Spaces: Expected Hitting Time of the (1+1)-ES with 1/5 Success Rule
Akimoto Yohei; Auger Anne; Glasmachers Tobias
Proceedings of Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018/pp.801-808, 2018-07 - Embedded Feature Selection Using Probabilistic Model-Based Optimization
Saito Shota; Shirakawa Shinichi; Akimoto Yohei
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1922-1925, 2018-07 - Well Placement Optimization for Carbon dioxide Capture and Storage via CMA-ES with Mixed Integer Support
Miyagi Atsuhiro; Akimoto Yohei; Yamamoto Hajime
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1696-1703, 2018-07 - Benchmarking the PSA-CMA-ES on the BBOB Noiseless Testbed
Nishida Kouhei; Akimoto Yohei
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1529-1537, 2018-07 - Model Parameter Adaptive Instance-Based Policy Optimization for Episodic Control Tasks of Nonholonomic Systems
Ohashi Kyotaro; Fujiyoshi Natsuki; Sakamoto Naoki; Akimot...
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.1426-1433, 2018-07 - A Note on the CMA-ES for Functions with Periodic Variables
Yamaguchi Takahiro; Akimoto Yohei
Proceedings of GECCO ’18 Companion, Kyoto, Japan, July 15-19, 2018/pp.227-228, 2018-07 - Quality Gain Analysis of the Weighted Recombination Evolution Strategy on General Convex Quadratic Functions
Akimoto Yohei; Auger Anne; Hansen Nikolaus
Theoretical Computer Science/832/pp.42-67, 2018-06 - Direct-current electric invisibility through topology optimization
Fujii Garuda; Akimoto Yohei; Takahashi Masayuki
Journal of Applied Physics/123(23)/p.233102, 2018-06 - Proposal of a Linear Constraint Handling Method for Black-Box Optimization with Invariance Properties
阪本 直気; 秋本 洋平
TJPNSEC/9(1)/pp.21-30, 2018-06 - CMA-ES-based structural topology optimization using a level set boundary expression—Application to optical and carpet cloaks
Fujii Garuda; Takahashi Masayuki; Akimoto Yohei
Computer Methods in Applied Mechanics and Engineering/332/pp.624-643, 2018-04 - Parameter-less Policy Optimization: Proposal and Evaluation of IBP-CMA
大橋 響太郎; 藤吉 夏生; 秋本 洋平
Transaction of the Japanese Society for Evolutionary Computation/9(1)/pp.10-20, 2018-04 - 共分散行列適応進化戦略に基づいた音響クロークのトポロジー最適化
高橋 正幸; 秋本 洋平; 藤井 雅留太
日本機械学会論文集/84(859), 2018-03 - Dynamic Optimization of Neural Network Structures Using Probabilistic Modeling
Shirakawa Shinichi; Iwata Yasushi; Akimoto Yohei
Proceedings of the Thirty-first AAAI Conference on Artificial Intelligence and the twenty-ninth Innovative Applications of Artificial Intelligence Conference, 2018-02 - Exploring optimal topology of thermal cloaks by CMA-ES
Fujii Garuda; Akimoto Yohei; Takahashi Masayuki
Applied Physics Letters/112(6), 2018-02 - CMA-ESのための集団サイズ適応機構の提案と評価
西田 昂平; 秋本 洋平
進化計算学会論文誌/8(2)/pp.61-74, 2017-12 - Optimal Cluster Head Selection and Rotation of Cognitive Wireless Sensor Networks for Simultaneous Data Gathering and Long Life System
Takyu Osamu; Fujii Shohei; Akimoto Yohei; Akimoto Youhei...
International Journal of Distributed Sensor Networks/13(12), 2017-12 - more...
- Adaptive Objective Selection for Multi-Fidelity Optimization