Youhei Akimoto
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Bidirectional relation between CMA evolution strategies and natural evolution strategies
Y Akimoto, Y Nagata, I Ono, S Kobayashi
International Conference on Parallel Problem Solving from Nature, 154-163, 2010
CMA-ES/pycma on Github
N Hansen, Y Akimoto, P Baudis
Zenodo, doi 10, 2019
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 (3), 311-322, 2011
Theoretical foundation for CMA-ES from information geometry perspective
Y Akimoto, Y Nagata, I Ono, S Kobayashi
Algorithmica 64 (4), 698-716, 2012
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
Computational cost reduction of nondominated sorting using the M-front
M Drozdík, Y Akimoto, H Aguirre, K Tanaka
IEEE Transactions on Evolutionary Computation 19 (5), 659-678, 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
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
Exploring optimal topology of thermal cloaks by CMA-ES
G Fujii, Y Akimoto, M Takahashi
Applied Physics Letters 112 (6), 061108, 2018
Convergence of the Continuous Time Trajectories of Isotropic Evolution Strategies on Monotonic -composite Functions
Y Akimoto, A Auger, N Hansen
International Conference on Parallel Problem Solving from Nature, 42-51, 2012
Generation alternation model for real-coded GA using multi-parent: Proposal and evaluation of just generation gap (JGG)
Y Akimoto, R Hasada, J Sakuma, I Ono, S Kobayashi
Proceedings of the 19th SICE Symposium on Decentralized Autonomous Systems …, 2007
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
Projection-based restricted covariance matrix adaptation for high dimension
Y Akimoto, N Hansen
Proceedings of the Genetic and Evolutionary Computation Conference 2016, 197-204, 2016
Quality gain analysis of the weighted recombination evolution strategy on general convex quadratic functions
Y Akimoto, A Auger, N Hansen
Theoretical Computer Science, 2018
Analysis of a natural gradient algorithm on monotonic convex-quadratic-composite functions
Y Akimoto
Proceedings of the 14th annual conference on Genetic and evolutionary …, 2012
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
Adaptation of expansion rate for real-coded crossovers
Y Akimoto, J Sakuma, I Ono, S Kobayashi
Proceedings of the 11th Annual conference on Genetic and evolutionary …, 2009
Proposal and evaluation of adaptive real-coded crossover AREX
Y Akimoto, Y Nagata, J Sakuma, I Ono, S Kobayashi
Transactions of the Japanese Society for Artificial Intelligence 24 (6), 446-458, 2009
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 (1), 221-233, 2020
Dynamic optimization of neural network structures using probabilistic modeling
S Shirakawa, Y Iwata, Y Akimoto
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
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