Convergence of the Continuous Time Trajectories of Isotropic Evolution Strategies on Monotonic $\mathcal C^2$ -composite Functions, Problem Solving from Nature -PPSN XII, pp.42-51, 2012. ,
DOI : 10.1007/978-3-642-32937-1_5
Online Model Selection for Restricted Covariance Matrix Adaptation, Parallel Problem Solving from Nature -PPSN XIV, pp.3-13, 2016. ,
DOI : 10.1007/978-3-319-45823-6_1
URL : https://hal.archives-ouvertes.fr/hal-01333840
Projection-Based Restricted Covariance Matrix Adaptation for High Dimension, Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, GECCO '16, pp.197-204, 2016. ,
DOI : 10.1145/2908812.2908863
URL : https://hal.archives-ouvertes.fr/hal-01306551
Optimal Weighted Recombination, Foundations of Genetic Algorithms, pp.215-237, 2005. ,
DOI : 10.1007/11513575_12
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.118.610
On the use of evolution strategies for optimising certain positive definite quadratic forms, Proceedings of the 9th annual conference on Genetic and evolutionary computation , GECCO '07, pp.634-641, 2007. ,
DOI : 10.1145/1276958.1277094
Analysis of Comparison-based Stochastic Continuous Black-Box Optimization Algorithms. Habilitation, 2015. ,
URL : https://hal.archives-ouvertes.fr/tel-01468781
Mirrored sampling in evolution strategies with weighted recombination, Proceedings of the 13th annual conference on Genetic and evolutionary computation, GECCO '11, pp.861-868, 2011. ,
DOI : 10.1145/2001576.2001694
URL : https://hal.archives-ouvertes.fr/inria-00612522
Reconsidering the progress rate theory for evolution strategies in finite dimensions, Proceedings of the 8th annual conference on Genetic and evolutionary computation , GECCO '06, pp.445-452, 2006. ,
DOI : 10.1145/1143997.1144081
Linear Convergence of Comparison-based Step-size Adaptive Randomized Search via Stability of Markov Chains, SIAM Journal on Optimization, vol.26, issue.3, pp.1589-1624, 2016. ,
DOI : 10.1137/140984038
URL : https://hal.archives-ouvertes.fr/hal-00877160
Towards a theory of ???evolution strategies???: Results for (1,+??)-strategies on (nearly) arbitrary fitness functions, Parallel Problem Solving from Nature -PPSN III, pp.58-67, 1994. ,
DOI : 10.1007/3-540-58484-6_250
The Theory of Evolution Strategies. Natural Computing Series, 2001. ,
The Dynamics of Cumulative Step Size Adaptation on the Ellipsoid Model, Evolutionary Computation, vol.4193, issue.1, pp.25-57, 2016. ,
DOI : 10.1007/978-3-0348-5927-1
The Dynamics of Self-Adaptive Multirecombinant Evolution Strategies on the General Ellipsoid Model, IEEE Transactions on Evolutionary Computation, vol.18, issue.5, pp.764-778, 2014. ,
DOI : 10.1109/TEVC.2013.2283968
Asymptotic theory of statistics and probability, 2008. ,
Non-Uniform Random Variate Generation, 1986. ,
DOI : 10.1007/978-1-4613-8643-8
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.333.8896
Weighted recombination evolution strategy on a class of PDQF's, Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms, FOGA '09, pp.1-12, 2009. ,
DOI : 10.1145/1527125.1527127
Principled Design of Continuous Stochastic Search: From Theory to Practice ,
DOI : 10.1007/978-3-642-33206-7_8
URL : https://hal.archives-ouvertes.fr/hal-00808450
Evaluating the CMA Evolution Strategy on Multimodal Test Functions, Parallel Problem Solving from Nature -PPSN VIII, pp.282-291, 2004. ,
DOI : 10.1007/978-3-540-30217-9_29
How the (1+1) ES using isotropic mutations minimizes positive definite quadratic forms, Theoretical Computer Science, vol.361, issue.1, pp.38-56, 2006. ,
DOI : 10.1016/j.tcs.2006.04.004
Log-linear convergence of the scale-invariant (µ/µw, ?)-es and optimal µ for ,
URL : https://hal.archives-ouvertes.fr/inria-00494478