4 citations · 7 across the 2 of their papers we have counts for
2 papers
cs.NE2012★ 3 cited
Convergence of the Continuous Time Trajectories of Isotropic Evolution Strategies on Monotonic C^2-composite Functions
Youhei Akimoto, Anne Auger, Nikolaus Hansen
The Information-Geometric Optimization (IGO) has been introduced as a unified framework for stochastic search algorithms. Given a parametrized family of probability distributions o…
cs.NE2012★ 4 cited
Theoretical foundation for CMA-ES from information geometric perspective
Youhei Akimoto, Yuichi Nagata, Isao Ono +1
This paper explores the theoretical basis of the covariance matrix adaptation evolution strategy (CMA-ES) from the information geometry viewpoint. To establish a theoretical founda…