Noisyopt: A Python library for optimizing noisy functions.

Andreas Mayer

doi:10.21105/joss.00258

Noisyopt: A Python library for optimizing noisy functions.

The Journal of Open Source Software ◽

10.21105/joss.00258 ◽

2017 ◽

Vol 2 (13) ◽

pp. 258

Author(s):

Andreas Mayer

Keyword(s):

Noisy Functions

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Multimodal Bayesian registration of noisy functions using Hamiltonian Monte Carlo

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2021.107298 ◽

2021 ◽

pp. 107298

Author(s):

J. Derek Tucker ◽

Lyndsay Shand ◽

Kenny Chowdhary

Keyword(s):

Monte Carlo ◽

Hamiltonian Monte Carlo ◽

Noisy Functions

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Default policies for global optimisation of noisy functions with severe noise

Journal of Global Optimization ◽

10.1007/s10898-016-0482-9 ◽

2016 ◽

Vol 67 (4) ◽

pp. 893-907

Author(s):

Spyridon Samothrakis ◽

Maria Fasli ◽

Diego Perez ◽

Simon Lucas

Keyword(s):

Global Optimisation ◽

Noisy Functions

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Optimal order of accuracy in Vasin's method for differentiation of noisy functions

Journal of Optimization Theory and Applications ◽

10.1007/bf00940901 ◽

1992 ◽

Vol 74 (2) ◽

pp. 373-378 ◽

Cited By ~ 10

Author(s):

C. W. Groetsch

Keyword(s):

Optimal Order ◽

Order Of Accuracy ◽

Noisy Functions

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Learning noisy functions via interval models

Systems & Control Letters ◽

10.1016/j.sysconle.2010.05.003 ◽

2010 ◽

Vol 59 (7) ◽

pp. 404-413 ◽

Cited By ~ 4

Author(s):

Giuseppe Carlo Calafiore

Keyword(s):

Noisy Functions

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Evolutionary algorithm with a novel insertion operator for optimising noisy functions

Proceedings of the 2000 Congress on Evolutionary Computation. CEC00 (Cat. No.00TH8512) ◽

10.1109/cec.2000.870379 ◽

2002 ◽

Cited By ~ 3

Author(s):

E.J. Hughes

Keyword(s):

Evolutionary Algorithm ◽

Noisy Functions ◽

Insertion Operator

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A memetic algorithm using local search chaining for black-box optimization benchmarking 2009 for noisy functions

Proceedings of the 11th annual conference companion on Genetic and evolutionary computation conference - GECCO '09 ◽

10.1145/1570256.1570329 ◽

2009 ◽

Cited By ~ 1

Author(s):

Daniel Molina ◽

Manuel Lozano ◽

Francisco Herrera

Keyword(s):

Local Search ◽

Memetic Algorithm ◽

Black Box ◽

Noisy Functions

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A Derivative Free Minimization Method For Noisy Functions

Combinatorial and Global Optimization - Series on Applied Mathematics ◽

10.1142/9789812778215_0018 ◽

2002 ◽

pp. 283-296 ◽

Cited By ~ 1

Author(s):

V. P. Plagianakos ◽

M. N. Vrahatis

Keyword(s):

Minimization Method ◽

Noisy Functions ◽

Derivative Free

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A grid algorithm for bound constrained optimization of noisy functions

IMA Journal of Numerical Analysis ◽

10.1093/imanum/15.4.585 ◽

1995 ◽

Vol 15 (4) ◽

pp. 585-608 ◽

Cited By ~ 35

Author(s):

CLEMENS ELSTER ◽

ARNOLD NEUMAIER

Keyword(s):

Constrained Optimization ◽

Noisy Functions ◽

Bound Constrained Optimization ◽

Grid Algorithm

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Efficient Resource Allocation with Noisy Functions

Algorithm Engineering - Lecture Notes in Computer Science ◽

10.1007/3-540-44688-5_8 ◽

2001 ◽

pp. 91-105 ◽

Cited By ~ 1

Author(s):

Arne Andersson ◽

Per Carlsson ◽

Fredrik Ygge

Keyword(s):

Resource Allocation ◽

Noisy Functions ◽

Efficient Resource

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Adaptation of the Uobyqa Algorithm for Noisy Functions

Proceedings of the 2006 Winter Simulation Conference ◽

10.1109/wsc.2006.323088 ◽

2006 ◽

Cited By ~ 13

Author(s):

Geng Deng ◽

Michael Ferris

Keyword(s):

Noisy Functions

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