On the use of Set Membership theory for global optimization of black-box functions

2020 59th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc42340.2020.9304123 ◽

2020 ◽

Author(s):

Lorenzo Sabug ◽

Fredy Ruiz ◽

Lorenzo Fagiano

Keyword(s):

Global Optimization ◽

Black Box ◽

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Multi-fidelity global optimization using a data-mining strategy for computationally intensive black-box problems

Knowledge-Based Systems ◽

10.1016/j.knosys.2021.107212 ◽

2021 ◽

pp. 107212

Author(s):

Jie Liu ◽

Huachao Dong ◽

Peng Wang

Keyword(s):

Data Mining ◽

Global Optimization ◽

Black Box ◽

Computationally Intensive ◽

Data Mining Strategy

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A method for convex black-box integer global optimization

Journal of Global Optimization ◽

10.1007/s10898-020-00978-w ◽

2021 ◽

Author(s):

Jeffrey Larson ◽

Sven Leyffer ◽

Prashant Palkar ◽

Stefan M. Wild

Keyword(s):

Global Optimization ◽

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Implementation of a Black-Box Global Optimization Algorithm with a Parallel Branch and Bound Template

Applied Parallel Computing. State of the Art in Scientific Computing - Lecture Notes in Computer Science ◽

10.1007/978-3-540-75755-9_129 ◽

2007 ◽

pp. 1115-1125 ◽

Author(s):

Raimondas Čiegis ◽

Milda Baravykaitė

Keyword(s):

Global Optimization ◽

Branch And Bound ◽

Optimization Algorithm ◽

Black Box ◽

Global Optimization Algorithm ◽

Parallel Branch And Bound

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Panobbgo: Parallel Noisy Black-Box Global Optimization

Proceedings of the Twelfth International Conference on Computational Structures Technology ◽

10.4203/ccp.106.170 ◽

2014 ◽

Author(s):

H. Schilly

Keyword(s):

Global Optimization ◽

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Global Optimization of Stochastic Black-Box Systems via Sequential Kriging Meta-Models

Journal of Global Optimization ◽

10.1007/s10898-005-2454-3 ◽

2006 ◽

Vol 34 (3) ◽

pp. 441-466 ◽

Author(s):

D. Huang ◽

T. T. Allen ◽

W. I. Notz ◽

N. Zeng

Keyword(s):

Global Optimization ◽

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A new Kriging–Bat Algorithm for solving computationally expensive black-box global optimization problems

Engineering Optimization ◽

10.1080/0305215x.2018.1461853 ◽

2018 ◽

Vol 51 (2) ◽

pp. 265-285 ◽

Author(s):

Abdulbaset Saad ◽

Zuomin Dong ◽

Brad Buckham ◽

Curran Crawford ◽

Adel Younis ◽

...

Keyword(s):

Global Optimization ◽

Optimization Problems ◽

Bat Algorithm ◽

Black Box ◽

Computationally Expensive

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KASRA: A Kriging-based Adaptive Space Reduction Algorithm for global optimization of computationally expensive black-box constrained problems

Applied Soft Computing ◽

10.1016/j.asoc.2020.106154 ◽

2020 ◽

Vol 90 ◽

pp. 106154 ◽

Author(s):

Hossein Akbari ◽

Afshin Kazerooni

Keyword(s):

Global Optimization ◽

Black Box ◽

Reduction Algorithm ◽

Constrained Problems ◽

Space Reduction ◽

Computationally Expensive

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MSO: a framework for bound-constrained black-box global optimization algorithms

Journal of Global Optimization ◽

10.1007/s10898-016-0441-5 ◽

2016 ◽

Vol 66 (4) ◽

pp. 811-845 ◽

Author(s):

Abdullah Al-Dujaili ◽

S. Suresh ◽

N. Sundararajan

Keyword(s):

Global Optimization ◽

Optimization Algorithms ◽

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SMGO: A set membership approach to data-driven global optimization

10.1016/j.automatica.2021.109890 ◽

2021 ◽

Vol 133 ◽

pp. 109890

Author(s):

Lorenzo Sabug ◽

Fredy Ruiz ◽

Lorenzo Fagiano

Keyword(s):

Global Optimization ◽

Data Driven ◽

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Global optimization of clusters of rigid molecules using the artificial bee colony algorithm

Physical Chemistry Chemical Physics ◽

10.1039/c5cp06313b ◽

2016 ◽

Vol 18 (4) ◽

pp. 3003-3010 ◽

Author(s):

Jun Zhang ◽

Michael Dolg

Keyword(s):

Global Optimization ◽

Artificial Bee Colony Algorithm ◽

Artificial Bee Colony ◽

Molecular Clusters ◽

Black Box ◽

The global optimization of molecular clusters is an important topic encountered in many fields of chemistry. Our free and black-box software ABCluster is a useful tool in solving this problem.

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