Constrained efficient global optimization with support vector machines

Anirban Basudhar; Christoph Dribusch; Sylvain Lacaze; Samy Missoum

doi:10.1007/s00158-011-0745-5

Constrained efficient global optimization with support vector machines

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-011-0745-5 ◽

2012 ◽

Vol 46 (2) ◽

pp. 201-221 ◽

Cited By ~ 71

Author(s):

Anirban Basudhar ◽

Christoph Dribusch ◽

Sylvain Lacaze ◽

Samy Missoum

Keyword(s):

Global Optimization ◽

Support Vector Machines ◽

Efficient Global Optimization ◽

Support Vector ◽

Vector Machines

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Constrained Efficient Global Optimization with Probabilistic Support Vector Machines

13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference ◽

10.2514/6.2010-9230 ◽

2010 ◽

Cited By ~ 3

Author(s):

Anirban Basudhar ◽

Sylvain Lacaze ◽

Samy Missoum

Keyword(s):

Global Optimization ◽

Support Vector Machines ◽

Efficient Global Optimization ◽

Support Vector ◽

Probabilistic Support ◽

Vector Machines

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Global Optimization of Support Vector Machines Using Genetic Algorithms for Bankruptcy Prediction

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/11893295_47 ◽

2006 ◽

pp. 420-429 ◽

Cited By ~ 10

Author(s):

Hyunchul Ahn ◽

Kichun Lee ◽

Kyoung-jae Kim

Keyword(s):

Genetic Algorithms ◽

Global Optimization ◽

Support Vector Machines ◽

Bankruptcy Prediction ◽

Support Vector ◽

Vector Machines

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Efficient parameter selection for support vector machines in classification and regression via model-based global optimization

Proceedings. 2005 IEEE International Joint Conference on Neural Networks, 2005. ◽

10.1109/ijcnn.2005.1556085 ◽

2006 ◽

Cited By ~ 30

Author(s):

H. Frohlich ◽

A. Zell

Keyword(s):

Global Optimization ◽

Support Vector Machines ◽

Parameter Selection ◽

Support Vector ◽

Model Based ◽

Vector Machines ◽

Classification And Regression ◽

Selection For

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SURROGATE-BASED GLOBAL OPTIMIZATION OF A CYLINDER BY THE USE OF EVOLUTIONARY ALGORITHMS, SUPPORT VECTOR MACHINES AND NON UNIFORM B-SPLINES

Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016) ◽

10.7712/100016.2095.5102 ◽

2016 ◽

Author(s):

Eesther Andrés-Pérez ◽

Daniel González-Juárez ◽

Mario J. Martin-Burgos ◽

Leopoldo Carro-Calvo ◽

Sancho Salcedo-Sanz

Keyword(s):

Global Optimization ◽

Support Vector Machines ◽

Evolutionary Algorithms ◽

Support Vector ◽

B Splines ◽

Vector Machines

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Learning to Generate Optimized Term Weighting for Web Documents Classification - A Parallel Mimetic Approach Based on Support Vector Machines

International Review on Computers and Software (IRECOS) ◽

10.15866/irecos.v11i12.10964 ◽

2016 ◽

Vol 11 (12) ◽

pp. 1147

Author(s):

Abderrahmane Bendahmane ◽

Abdelkader Benyettou

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Term Weighting ◽

Web Documents ◽

Vector Machines

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Application of nonlinear feature extraction and least square support vector machines for fault diagnosis of chemical process

Journal of Computer Applications ◽

10.3724/sp.j.1087.2010.00236 ◽

2010 ◽

Vol 30 (1) ◽

pp. 236-239 ◽

Cited By ~ 1

Author(s):

Liang XU

Keyword(s):

Feature Extraction ◽

Fault Diagnosis ◽

Support Vector Machines ◽

Chemical Process ◽

Least Square ◽

Support Vector ◽

Vector Machines ◽

Nonlinear Feature Extraction ◽

Nonlinear Feature

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Combining Market and Accounting-Based Models for Credit Scoring Using a Classification Scheme Based on Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2156220 ◽

2012 ◽

Cited By ~ 1

Author(s):

Dimitrios Niklis ◽

Michael Doumpos ◽

C. Zopounidis

Keyword(s):

Support Vector Machines ◽

Classification Scheme ◽

Credit Scoring ◽

Support Vector ◽

Vector Machines

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Reconstructing U.S. Recession Probabilities Using Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.2779889 ◽

2016 ◽

Author(s):

Roman Armani Garagulagian

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines

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C wedge(1,1) Approximations of Generalized Support Vector Machines

SSRN Electronic Journal ◽

10.2139/ssrn.616601 ◽

2002 ◽

Author(s):

Davide La Torre ◽

Carlo Vercellis

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines

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Soft Biometrics Classification Using Denoising Convolutional Autoencoders and Support Vector Machines

10.21528/cbic2017-78 ◽

2018 ◽

Author(s):

Nelson Marcelo Romero Aquino ◽

Matheus Gutoski ◽

Leandro Takeshi Hattori ◽

Heitor Silvério Lopes

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Soft Biometrics ◽

Vector Machines

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