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1
Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods
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Convergence of descent methods for semi-algebraic and tame problems: proximal algorithms, forward–backward splitting, and regularized Gauss–Seidel methods

Mathematical Programming, Series A, 2013-02, Vol.137 (1-2), p.91-129 [Peer Reviewed Journal]

Springer and Mathematical Optimization Society 2011 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-011-0484-9 ;CODEN: MHPGA4

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2
Elephant Herding Optimization: Variants, Hybrids, and Applications
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Elephant Herding Optimization: Variants, Hybrids, and Applications

Mathematics (Basel), 2020-09, Vol.8 (9), p.1415 [Peer Reviewed Journal]

2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;ISSN: 2227-7390 ;EISSN: 2227-7390 ;DOI: 10.3390/math8091415

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3
Parallel coordinate descent methods for big data optimization
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Parallel coordinate descent methods for big data optimization

Mathematical programming, 2016-03, Vol.156 (1-2), p.433-484 [Peer Reviewed Journal]

The Author(s) 2015 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-015-0901-6 ;CODEN: MHPGA4

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4
Efficient global optimization algorithm assisted by multiple surrogate techniques
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Efficient global optimization algorithm assisted by multiple surrogate techniques

Journal of global optimization, 2013-06, Vol.56 (2), p.669-689 [Peer Reviewed Journal]

Springer Science+Business Media, LLC. 2012 ;COPYRIGHT 2022 Springer ;Springer Science+Business Media New York 2013 ;ISSN: 0925-5001 ;EISSN: 1573-2916 ;DOI: 10.1007/s10898-012-9892-5

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5
Data-driven robust optimization
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Data-driven robust optimization

Mathematical programming, 2018-02, Vol.167 (2), p.235-292 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2017 ;Mathematical Programming is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-017-1125-8

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6
Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection
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Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection

Journal of global optimization, 2016-01, Vol.64 (1), p.17-32 [Peer Reviewed Journal]

The Author(s) 2015 ;COPYRIGHT 2016 Springer ;Springer Science+Business Media New York 2016 ;ISSN: 0925-5001 ;EISSN: 1573-2916 ;DOI: 10.1007/s10898-015-0270-y

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7
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting
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COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting

Optimization methods & software, 2021-01, Vol.36 (1), p.114-144 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1055-6788 ;EISSN: 1029-4937 ;DOI: 10.1080/10556788.2020.1808977

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8
Theory and Applications of Robust Optimization
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Theory and Applications of Robust Optimization

SIAM review, 2011-01, Vol.53 (3), p.464-501 [Peer Reviewed Journal]

Copyright ©2011 Society for Industrial and Applied Mathematics ;2015 INIST-CNRS ;[Copyright] © 2011 Society for Industrial and Applied Mathematics ;ISSN: 0036-1445 ;EISSN: 1095-7200 ;DOI: 10.1137/080734510 ;CODEN: SIREAD

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9
Gradient methods for minimizing composite functions
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Gradient methods for minimizing composite functions

Mathematical programming, 2013-08, Vol.140 (1), p.125-161 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2012 ;Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2013 ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-012-0629-5 ;CODEN: MHPGA4

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10
Optimization with Sparsity-Inducing Penalties
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Optimization with Sparsity-Inducing Penalties

Foundations and trends in machine learning, 2012 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1935-8237 ;EISSN: 1935-8245 ;DOI: 10.1561/2200000015

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11
Fractional Dynamics: Applications of Fractional Calculus to Dynamics of Particles, Fields and Media
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Book
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Fractional Dynamics: Applications of Fractional Calculus to Dynamics of Particles, Fields and Media

ISBN: 9783642140020 ;ISBN: 3642140025 ;EISBN: 3642140033 ;EISBN: 9783642140037 ;OCLC: 771212897

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12
A Sampling-and-Discarding Approach to Chance-Constrained Optimization: Feasibility and Optimality
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A Sampling-and-Discarding Approach to Chance-Constrained Optimization: Feasibility and Optimality

Journal of optimization theory and applications, 2011-02, Vol.148 (2), p.257-280 [Peer Reviewed Journal]

Springer Science+Business Media, LLC 2010 ;2015 INIST-CNRS ;Springer Science+Business Media, LLC 2011 ;ISSN: 0022-3239 ;EISSN: 1573-2878 ;DOI: 10.1007/s10957-010-9754-6 ;CODEN: JOTABN

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13
A BFGS-SQP method for nonsmooth, nonconvex, constrained optimization and its evaluation using relative minimization profiles
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A BFGS-SQP method for nonsmooth, nonconvex, constrained optimization and its evaluation using relative minimization profiles

Optimization methods & software, 2017-01, Vol.32 (1), p.148-181 [Peer Reviewed Journal]

2016 The Author(s). Published by Informa UK Limited, trading as Taylor & Francis Group 2016 ;ISSN: 1055-6788 ;EISSN: 1029-4937 ;DOI: 10.1080/10556788.2016.1208749

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14
A trust region algorithm with a worst-case iteration complexity of O(ϵ-3/2) for nonconvex optimization
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A trust region algorithm with a worst-case iteration complexity of O(ϵ-3/2) for nonconvex optimization

Mathematical programming, 2017-03, Vol.162 (1-2), p.1-32 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;Mathematical Programming is a copyright of Springer, 2017. ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-016-1026-2 ;CODEN: MHPGA4

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15
A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm
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Article
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A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm

Journal of global optimization, 2007-11, Vol.39 (3), p.459-471 [Peer Reviewed Journal]

Springer Science+Business Media, LLC. 2007 ;ISSN: 0925-5001 ;EISSN: 1573-2916 ;DOI: 10.1007/s10898-007-9149-x

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16
Robust sample average approximation
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Robust sample average approximation

Mathematical programming, 2018-09, Vol.171 (1-2), p.217-282 [Peer Reviewed Journal]

Springer-Verlag GmbH Germany and Mathematical Optimization Society 2017 ;Mathematical Programming is a copyright of Springer, (2017). All Rights Reserved. ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-017-1174-z

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17
Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions
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Stochastic compositional gradient descent: algorithms for minimizing compositions of expected-value functions

Mathematical programming, 2017, Vol.161 (1-2), p.419-449 [Peer Reviewed Journal]

Springer-Verlag Berlin Heidelberg and Mathematical Optimization Society 2016 ;Mathematical Programming is a copyright of Springer, 2017. ;ISSN: 0025-5610 ;EISSN: 1436-4646 ;DOI: 10.1007/s10107-016-1017-3 ;CODEN: MHPGA4

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18
Machine Learning: A Bayesian and Optimization Perspective
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Book
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Machine Learning: A Bayesian and Optimization Perspective

ISBN: 9780128015223 ;ISBN: 0128015225 ;ISBN: 0128017228 ;ISBN: 9780128017227 ;EISBN: 0128017228 ;EISBN: 9780128017227 ;DOI: 10.1016/C2013-0-19102-7 ;OCLC: 908071759 ;LCCallNum: Q325.5 .T446 2015eb

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19
Expected improvement for expensive optimization: a review
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Article
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Expected improvement for expensive optimization: a review

Journal of global optimization, 2020-11, Vol.78 (3), p.507-544 [Peer Reviewed Journal]

Springer Science+Business Media, LLC, part of Springer Nature 2020 ;COPYRIGHT 2020 Springer ;Springer Science+Business Media, LLC, part of Springer Nature 2020. ;ISSN: 0925-5001 ;EISSN: 1573-2916 ;DOI: 10.1007/s10898-020-00923-x

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20
Topology optimization of thermal fluid-structure systems using body-fitted meshes and parallel computing
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Article
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Topology optimization of thermal fluid-structure systems using body-fitted meshes and parallel computing

Journal of computational physics, 2020-09, Vol.417 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0021-9991 ;EISSN: 1090-2716 ;DOI: 10.1016/j.jcp.2020.109574

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