| Bidirectional relation between CMA evolution strategies and natural evolution strategies Y Akimoto, Y Nagata, I Ono, S Kobayashi Parallel Problem Solving from Nature, PPSN XI: 11th International Conference …, 2010 | 123 | 2010 |
| A new weather-routing system that accounts for ship stability based on a real-coded genetic algorithm A Maki, Y Akimoto, Y Nagata, S Kobayashi, E Kobayashi, S Shiotani, ... Journal of marine science and technology 16, 311-322, 2011 | 112 | 2011 |
| Application of optimal control theory based on the evolution strategy (CMA-ES) to automatic berthing A Maki, N Sakamoto, Y Akimoto, H Nishikawa, N Umeda Journal of Marine Science and Technology 25, 221-233, 2020 | 104 | 2020 |
| Exploring optimal topology of thermal cloaks by CMA-ES G Fujii, Y Akimoto, M Takahashi Applied Physics Letters 112 (6), 2018 | 103 | 2018 |
| Adaptive stochastic natural gradient method for one-shot neural architecture search Y Akimoto, S Shirakawa, N Yoshinari, K Uchida, S Saito, K Nishida International Conference on Machine Learning, 171-180, 2019 | 100 | 2019 |
| Theoretical foundation for CMA-ES from information geometry perspective Y Akimoto, Y Nagata, I Ono, S Kobayashi Algorithmica 64, 698-716, 2012 | 81 | 2012 |
| Optimizing the structural topology of bifunctional invisible cloak manipulating heat flux and direct current G Fujii, Y Akimoto Applied physics letters 115 (17), 2019 | 79 | 2019 |
| Cloaking a concentrator in thermal conduction via topology optimization G Fujii, Y Akimoto International Journal of Heat and Mass Transfer 159, 120082, 2020 | 73 | 2020 |
| CMA-ES-based structural topology optimization using a level set boundary expression—Application to optical and carpet cloaks G Fujii, M Takahashi, Y Akimoto Computer Methods in Applied Mechanics and Engineering 332, 624-643, 2018 | 67 | 2018 |
| Topology-optimized thermal carpet cloak expressed by an immersed-boundary level-set method via a covariance matrix adaptation evolution strategy G Fujii, Y Akimoto International Journal of Heat and Mass Transfer 137, 1312-1322, 2019 | 64 | 2019 |
| Comparison-based natural gradient optimization in high dimension Y Akimoto, A Auger, N Hansen Proceedings of the 2014 Annual Conference on Genetic and Evolutionary …, 2014 | 56 | 2014 |
| Optimization on planning of trajectory and control of autonomous berthing and unberthing for the realistic port geometry Y Miyauchi, R Sawada, Y Akimoto, N Umeda, A Maki Ocean Engineering 245, 110390, 2022 | 53 | 2022 |
| Diagonal acceleration for covariance matrix adaptation evolution strategies Y Akimoto, N Hansen Evolutionary computation 28 (3), 405-435, 2020 | 53 | 2020 |
| Computational cost reduction of nondominated sorting using the M-front M Drozdik, Y Akimoto, H Aguirre, K Tanaka IEEE Transactions on Evolutionary Computation 19 (5), 659-678, 2014 | 48 | 2014 |
| Analysis of runtime of optimization algorithms for noisy functions over discrete codomains Y Akimoto, S Astete-Morales, O Teytaud Theoretical Computer Science 605, 42-50, 2015 | 45 | 2015 |
| Quality gain analysis of the weighted recombination evolution strategy on general convex quadratic functions Y Akimoto, A Auger, N Hansen Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic …, 2017 | 42 | 2017 |
| Warm starting CMA-ES for hyperparameter optimization M Nomura, S Watanabe, Y Akimoto, Y Ozaki, M Onishi Proceedings of the AAAI conference on artificial intelligence 35 (10), 9188-9196, 2021 | 40 | 2021 |
| On neural network identification for low-speed ship maneuvering model K Wakita, A Maki, N Umeda, Y Miyauchi, T Shimoji, DM Rachman, ... Journal of Marine Science and Technology 27 (1), 772-785, 2022 | 37 | 2022 |
| System parameter exploration of ship maneuvering model for automatic docking/berthing using CMA-ES Y Miyauchi, A Maki, N Umeda, DM Rachman, Y Akimoto Journal of Marine Science and Technology 27 (2), 1065-1083, 2022 | 36 | 2022 |
| Drift theory in continuous search spaces: expected hitting time of the (1+ 1)-ES with 1/5 success rule Y Akimoto, A Auger, T Glasmachers Proceedings of the Genetic and Evolutionary Computation Conference, 801-808, 2018 | 35 | 2018 |
Jun SakumaTokyo Institute of Technology, School of ComputingVerified email at c.titech.ac.jp
