Ergodicity of an Adaptive MCMC Sampler under a Probability Bound
Alexandre Chotard. Ergodicity of an Adaptive MCMC Sampler under a Probability Bound. 2026. ⟨hal-05496174v2⟩
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On the Robustness of Nelder-Mead to Positive and Negative Noise Outliers with Heavy-Tails on the BBOB Test Suite
Alexandre Chotard, Anne Auger. On the Robustness of Nelder-Mead to Positive and Negative Noise Outliers with Heavy-Tails on the BBOB Test Suite. GECCO 2025 Companion: Proceedings of the Genetic and Evolutionary Computation Conference Companion, Jul 2025, Malaga, Spain. pp.1859-1866, ⟨10.1145/3712255.3734335⟩. ⟨hal-05479485⟩
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On the Robustness of BFGS to Positive and Negative Noise Outliers on the BBOB Test Suite
Alexandre Chotard, Anne Auger. On the Robustness of BFGS to Positive and Negative Noise Outliers on the BBOB Test Suite. GECCO 2025 Companion - Genetic and Evolutionary Computation Conference Companion, Jul 2025, Malaga, Spain. pp.1850-1858, ⟨10.1145/3712255.3734333⟩. ⟨hal-05479493⟩
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Verifiable Conditions for the Irreducibility and Aperiodicity of Markov Chains by Analyzing Underlying Deterministic Models
Alexandre Chotard, Anne Auger. Verifiable Conditions for the Irreducibility and Aperiodicity of Markov Chains by Analyzing Underlying Deterministic Models. Bernoulli, 2018, 25 (1), pp.112-147. ⟨10.3150/17-BEJ970⟩. ⟨hal-01222222v2⟩
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Markov chain Analysis of Evolution Strategies
Alexandre Chotard. Markov chain Analysis of Evolution Strategies. Optimization and Control [math.OC]. Université Paris Sud - Paris XI, 2015. English. ⟨NNT : 2015PA112230⟩. ⟨tel-01252128⟩
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Markov Chain Analysis of Evolution Strategies on a Linear Constraint Optimization Problem
Alexandre Chotard, Anne Auger, Nikolaus Hansen. Markov Chain Analysis of Evolution Strategies on a Linear Constraint Optimization Problem. IEEE Congress on Evolutionary Computation, http://www.ieee-wcci2014.org/committees.htm, Jul 2014, Beijing, China. ⟨hal-00977379v2⟩
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A Generalized Markov-Chain Modelling Approach to $(1,\lambda )$-ES Linear Optimization: Technical Report
Alexandre Chotard, Martin Holena. A Generalized Markov-Chain Modelling Approach to $(1,\lambda )$-ES Linear Optimization: Technical Report. [Research Report] 2014. ⟨hal-01003015v2⟩
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Cumulative Step-size Adaptation on Linear Functions
Alexandre Chotard, Anne Auger, Nikolaus Hansen. Cumulative Step-size Adaptation on Linear Functions. PPSN 2012 - 12th International Conference on Parallel Problem Solving From Nature, Sep 2012, Taormina, Italy. pp.72-81. ⟨hal-00759577⟩
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Cumulative Step-size Adaptation on Linear Functions: Technical Report
Alexandre Adrien Chotard, Anne Auger, Nikolaus Hansen. Cumulative Step-size Adaptation on Linear Functions: Technical Report. [Research Report] Inria Saclay. 2012, pp.23. ⟨hal-00704903v2⟩
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