Bidirectional Relation between CMA Evolution Strategies and Natural Evolution Strategies, Parallel Problem Solving from Nature ? PPSN XI, pp.154-163, 2010. ,
DOI : 10.1007/978-3-642-15844-5_16
Theoretical Foundation for CMA-ES from Information Geometry Perspective, Algorithmica, vol.71, issue.7???9, pp.698-716, 2012. ,
DOI : 10.1007/s00453-011-9564-8
Natural Gradient Works Efficiently in Learning, Neural Computation, vol.37, issue.2, pp.251-276, 1998. ,
DOI : 10.1103/PhysRevLett.76.2188
Adaptive Method of Realizing Natural Gradient Learning for Multilayer Perceptrons, Neural Computation, vol.12, issue.6, pp.1399-1409, 2000. ,
DOI : 10.1162/089976698300017007
Information-Geometric Optimization Algorithms: A Unifying Picture via Invariance Principles, 2011. ,
URL : https://hal.archives-ouvertes.fr/hal-00601503
A Tutorial on the Cross-Entropy Method, Annals of Operations Research, issue.134, pp.19-67, 2005. ,
Exponential natural evolution strategies, Proceedings of the 12th annual conference on Genetic and evolutionary computation, GECCO '10, pp.393-400, 2010. ,
DOI : 10.1145/1830483.1830557
Principled Design of Continuous Stochastic Search: From Theory to Practice, Theory and Principled Methods for the Design of Metaheuristics, 2013. ,
DOI : 10.1007/978-3-642-33206-7_8
URL : https://hal.archives-ouvertes.fr/hal-00808450
Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES), Evolutionary Computation, vol.11, issue.1, pp.1-18, 2003. ,
DOI : 10.1162/106365601750190398
Completely Derandomized Self-Adaptation in Evolution Strategies, Evolutionary Computation, vol.9, issue.2, pp.159-195, 2001. ,
DOI : 10.1016/0004-3702(95)00124-7
On the Adaptation of Arbitrary Normal Mutation Distributions in Evolution Strategies: The Generating set Adaptation, Proceedings of the Sixth International Conference on Genetic Algorithms, pp.57-64, 1995. ,
Matrix Algebra from a Statistician's Perspective, 2008. ,
Natural conjugate gradient in variational inference Towards the geometry of estimation of distribution algorithms based on the exponential family, Neural Information Processing, 14th International Conference Foundations of Genetic Algorithms, pp.305-314, 2007. ,
Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks, Advances in Neural Information Processing Systems 23, pp.1660-1668, 2010. ,
Natural Actor-Critic, Neurocomputing, vol.71, issue.7-9, pp.1180-1190, 2008. ,
DOI : 10.1016/j.neucom.2007.11.026
Main vector adaptation: A CMA variant with linear time and space complexity, Proceedings of the Genetic and Evolutionary Computation Conference, pp.1050-1055, 2001. ,
A simple modification in CMA-ES achieving linear time and space complexity. Parallel Problem Solving from, Nature?PPSN X, pp.296-305, 2008. ,
URL : https://hal.archives-ouvertes.fr/inria-00287367
A linear time natural evolution strategy for non-separable functions, Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, GECCO '13 Companion, pp.61-62, 2013. ,
DOI : 10.1145/2464576.2464608
Efficient covariance matrix update for variable metric evolution strategies, Machine Learning, pp.167-197, 2009. ,
DOI : 10.1007/s10994-009-5102-1
URL : https://hal.archives-ouvertes.fr/inria-00369468
Natural Evolution Strategies, 2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence), pp.3381-3387, 2008. ,
DOI : 10.1109/CEC.2008.4631255