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Introduction to Global Optimization

Rodolphe Le Riche , Charlie Sire
Master. France. 2021
Lectures hal-03500652v2
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Exact controllability of semilinear heat equations through a constructive approach

Sylvain Ervedoza , Jérôme Lemoine , Arnaud Munch
Evolution Equations and Control Theory, 2023, 12 (2), pp.567-599. ⟨10.3934/eect.2022042⟩
Journal articles hal-03350534v1
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Location and Strategies in Stackelberg Security Games with Risk Aversion

Renaud Chicoisne , Fernando Ordóñez , Daniel Castro
Preprints, Working Papers, ... hal-03792622v1
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A least-squares formulation for the approximation of controls for the Stokes system

Arnaud Munch
Preprints, Working Papers, ... hal-00860411v2
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Multi-fidelity for MDO using Gaussian Processes

Nicolas Garland , Rodolphe Le Riche , Yann Richet , Nicolas Durrande
Loic Brevault; Mathieu Balesdent; Jerome Morio. Aerospace System Analysis and Optimization in Uncertainty, 156, Springer, pp.295-320, 2020, Springer Optimization and its Applications, 978-3-03 0-39126-3. ⟨10.1007/978-3-030-39126-3_8⟩
Book sections hal-02444005v1
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Boundary controllability for finite-differences semi-discretizations of a clamped beam equation

Nicolae Cîndea , Sorin Micu , Ionel Roventa
Preprints, Working Papers, ... hal-01314808v1
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Numerical null controllability of the 1D heat equation: Carleman weights an duality

Enrique Fernandez-Cara , Arnaud Munch
Preprints, Working Papers, ... hal-00687887v3
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Controllability of the linear 1D-wave equation with inner moving forces

Castro Carlos , Nicolae Cindea , Arnaud Munch
SIAM Journal on Control and Optimization, 2014, 52 (6), pp. 4027-4056. ⟨10.1137/140956129⟩
Journal articles hal-00927076v2
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Approximation of periodic solutions for a dissipative hyperbolic equation

Nicolae Cindea , Sorin Micu , Jardel Morais Pereira
Preprints, Working Papers, ... hal-00732942v2
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Multiagent Coordination In On-demand Transport with Connected Autonomous Vehicles A decentralized resource allocation approach

Alaa Daoud , Flavien Balbo , Paolo Gianessi , Gauthier Picard
Colloque IMT « Les sciences de l’information au service des nouvelles mobilités », Oct 2022, Palaiseau, France
Conference poster emse-03812946v1

De l'optimisation à l'IA pour l'identification : un voyage à travers les "small data

Rodolphe Le Riche
Modélisation et simulation numérique des matériaux, Apr 2022, Paris, France
Conference papers hal-03652997v1

LOOM, an algorithm for finding local optima of expensive functions

Jeremy Riviere , Rodolphe Le Riche , Gauthier Picard
NICST'2013, New and smart Information Communication Science and Technology to support Sustainable Development, Sep 2013, Clermont Ferrand, France. 7 p
Conference papers emse-00867493v1
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A fictitious domain finite element method for simulations of fluid–structure interactions: The Navier–Stokes equations coupled with a moving solid

Sébastien Court , Michel Fournié
Journal of Fluids and Structures, 2015, 55, pp.398-408. ⟨10.1016/j.jfluidstructs.2015.03.013⟩
Journal articles hal-01978118v1
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Approximation of exact controls for semi-linear 1D wave equations using a least-squares approach

Arnaud Munch
Preprints, Working Papers, ... hal-02975370v2

Reducing dimension in Bayesian Optimization

Rodolphe Le Riche , Adrien Spagnol , David Gaudrie , Sébastien da Veiga , Victor Picheny et al.
LIMOS internal seminar, Jul 2020, Clerrmont-Ferrand, France
Conference papers hal-02913882v2

Faster Multi-Objective Optimization: Cumulating Gaussian Processes, Preference Point and Parallelism

David Gaudrie , Rodolphe Le Riche , Victor Picheny
19th French-German-Swiss conference on optimization, Sep 2019, Nice, France
Conference papers hal-02292889v1

Vers un non linéaire matériau

Rodolphe Le Riche , G Cailletaud , S Canu
Quatrième colloque national en calcul des structures, CSMA, May 1999, Giens, France
Conference papers hal-03650303v1
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Resolution of the implicit Euler scheme for the Navier-Stokes equation through a least-squares method

Jérôme Lemoine , Arnaud Munch
Numerische Mathematik, 2021, 147 (2), pp.349-391
Journal articles hal-01996429v4
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Least-squares approaches for the 2D Navier-Stokes system

Jérôme Lemoine , Arnaud Munch
Optimization and control for partial differential equations, 29, De Gruyter, pp.285-342, 2022, Radon Serie on Computational and Applied Mathematics, 978-3-11-069596-0
Book sections hal-02610731v1
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Constructive exact controls for semi-linear wave equations

Arthur Bottois , Jérôme Lemoine , Arnaud Munch
Preprints, Working Papers, ... hal-03112309v2
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Numerical approximation of bang-bang controls for the heat equation: an optimal design approach

Arnaud Munch , Francisco Periago
Preprints, Working Papers, ... hal-00684214v3
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A mixed formulation for the direct approximation of $L^2$-weighted controls for the linear heat equation

Arnaud Munch , Souza Diego A.
Preprints, Working Papers, ... hal-00998765v2
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Analysis and optimization of a novel hexagonal waveguide concentrator for solar thermal applications

Karunesh Kant , Karthik Nithyanandam , R. Pitchumani
Energies, 2021, 14 (8), pp.2146. ⟨10.3390/en14082146⟩
Journal articles hal-03192205v1
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Erik Burman , Ali Feizmohammadi , Arnaud Munch , Lauri Oksanen
Preprints, Working Papers, ... hal-03346617v1
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Constructive exact control of semilinear 1D heat equations

Jérôme Lemoine , Arnaud Münch
Mathematical Control and Related Fields, 2023, 13 (1), pp.382-414. ⟨10.3934/mcrf.2022001⟩
Journal articles hal-03172077v2
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Improved linearized models for Graph Partitioning Problem under Capacity Constraints

Viet Hung Nguyen , Michel Minoux
Optimization Methods and Software, 2017, 32 (4), pp.892-903. ⟨10.1080/10556788.2016.1230209⟩
Journal articles hal-01369135v1
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An introduction to optimization for machine learning

Rodolphe Le Riche , Dédji Brian Whannou , Espéran Padonou
DEUG. Cotonou, Benin. 2021
Lectures hal-03345681v2

A discussion of the current and potential uses of Gaussian Processes in mechanics

Rodolphe Le Riche , David Gaudrie , Jhouben Cuesta-Ramirez , Sami Ben Elhaj Salah , Olivier Roustant et al.
Journée scientifique de la SF2M: matériau numérique, SF2M, Mar 2022, Paris, France
Conference papers hal-03605952v1
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Optimal deterministic and robust selection of electricity contracts

David Wu , Viet Hung Nguyen , Michel Minoux , Hai Tran
Journal of Global Optimization, 2021, ⟨10.1007/s10898-021-01032-z⟩
Journal articles hal-03257033v1

Optimization for quantitative decisions: a versatile multi-tasker or an utopia?

Rodolphe Le Riche
Ecole d'Ete en Intelligence Artificielle (EEIA 2022), fondation Vallet, Jul 2022, Godomey, Benin
Conference papers hal-03725318v2