Source: GECCO 2019 - Genetic and Evolutionary Computation Conference ; https://hal.science/hal-02436226 ; GECCO 2019 - Genetic and Evolutionary Computation Conference, Jul 2019, Prague, Czech Republic.

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Academic Journal

Parallel Surrogate-assisted Optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO

Authors : Briffoteaux, Guillaume; Gobert, Maxime; Ragonnet, Romain ...

Subjects: Surrogate-assisted Optimization; Bayesian Optimization; Efficient Global Optimization

Source: ISSN: 2210-6502 ; Swarm and Evolutionary Computation ; https://hal.science/hal-02767541 ; Swarm and Evolutionary Computation, 2020, pp.100717. ⟨10.1016/j.swevo.2020.100717⟩.

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Academic Journal

Parallel fractal decomposition based algorithm for big continuous optimization problems

Authors : Nakib, Amir; Souquet, Léo; Talbi, El-Ghazali ...

Subjects: Very-large-scale optimization; Metaheuristics; Geometric fractal decomposition

Source: ISSN: 0743-7315.

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Report

Bayesian Optimization using Deep Gaussian Processes

Authors : Hebbal, Ali; Brevault, Loic; Balesdent, Mathieu ...

Subjects: Bayesian Optimization · Gaussian Process · Deep Gaussian Process · Non-stationary function · Global Optimization * PhD student; ONERA; DTIS

Source: https://hal.science/hal-02924230 ; 2020.

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Academic Journal

Evolution Control for parallel ANN-assisted simulation-based optimization application to Tuberculosis Transmission Control

Authors : Briffoteaux, Guillaume; Ragonnet, Romain; Mezmaz, Mohand ...

Subjects: Surrogate-assisted Optimization; Simulation; Evolution Control

Source: ISSN: 0167-739X ; Future Generation Computer Systems ; https://inria.hal.science/hal-02904840 ; Future Generation Computer Systems, 2020, 113, pp.454-467. ⟨10.1016/j.future.2020.07.005⟩.

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Conference

Transparent Memory Optimization using Slots

Authors : Tesone, Pablo; Bragagnolo, Santiago; Ducasse, Stéphane ...

Subjects: Memory consumption; optimization; first class instance variablesCagliari; Italy

Source: International Workshop on Smalltalk Technologies 2018 ; https://hal.science/hal-02565748 ; International Workshop on Smalltalk Technologies 2018, Sep 2018, Cagliari, Italy

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Conference

An Agent-based Distributed Approach for Bike Sharing Systems

Authors : Wang, Ningkui; Zgaya, Hayfa; Mathieu, Philippe ...

Subjects: Preference; Bike sharing system; Resource assignmentWuxi; China

Source: International Conference on Computational Science (ICCS 2018) ; https://inria.hal.science/hal-01742091 ; International Conference on Computational Science (ICCS 2018), Jun 2018, Wuxi, China.

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Conference

Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions

Authors : Colin, Igor; Bellet, Aurélien; Salmon, Joseph ...

Subjects: Decentralized Algorithms; Convex Optimization; Machine LearningNew York; United States

Source: International Conference on Machine Learning (ICML 2016) ; https://inria.hal.science/hal-01329315 ; International Conference on Machine Learning (ICML 2016), Jun 2016, New York, United States ;

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