Search Results - Difference of convex functions algorithm (DCA)

Initialization of the difference of convex functions optimization algorithm for nonconvex quadratic problems

Authors: Achour, Saadi Rahmoune, Abdelaziz Ouchenane, Djamel et al.

Source: Filomat, 2024 Jan 01. 38(3), 1069-1083.

Access URL: https://www.jstor.org/stable/27387029

Initialization of the difference of convex functions optimization algorithm for nonconvex quadratic problems

Authors: Saadi Achour Abdelaziz Rahmoune Djamel Ouchenane et al.

Source: Filomat. 38:1069-1083

A Globally Convergent Algorithm for Neural Network Parameter Optimization Based on Difference-of-Convex Functions

Authors: Tschernutter, Daniel Kraus, Mathias Feuerriegel, Stefan

Index Terms: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing, Mathematics - Optimization and Control, text

URL: http://arxiv.org/abs/2401.07936

The Boosted Difference of Convex Functions Algorithm for Nonsmooth Functions

Authors: Francisco J. Aragón Artacho Phan T. Vuong Universidad de Alicante. Departamento de Matemáticas et al.

Contributors: Francisco J. Aragón Artacho Phan T. Vuong Universidad de Alicante. Departamento de Matemáticas et al.

Source: RUA. Repositorio Institucional de la Universidad de Alicante
Universidad de Alicante (UA)

Subject Terms: Multidimensional scaling problem, Clustering problem, Difference of convex functions, Estadística e Investigación Operativa, Boosted difference of convex functions algorithm, 0211 other engineering and technologies, 02 engineering and technology, Kurdyka--Łojasiewicz property

File Description: text

Access URL: https://eprints.soton.ac.uk/437574/1/The_Boosted_DC_Algorithm_for_nonsmooth_functions.pdf
http://hdl.handle.net/10045/104647
https://eprints.soton.ac.uk/437574/
https://dblp.uni-trier.de/db/journals/siamjo/siamjo30.html#ArtachoV20
https://doi.org/10.1137/18M123339X
http://rua.ua.es/dspace/handle/10045/104647
https://epubs.siam.org/doi/10.1137/18M123339X
https://rua.ua.es/dspace/bitstream/10045/104647/1/Aragon_Vuong_2020_SIAMJOptim_final.pdf
https://eprints.soton.ac.uk/437574/
https://hdl.handle.net/10045/104647

On solving difference of convex functions programs with linear complementarity constraints

Authors: Le Thi, Hoai An Nguyen, Thi Minh Tam Dinh, Tao Pham et al.

Contributors: Le Thi, Hoai An Nguyen, Thi Minh Tam Dinh, Tao Pham et al.

Source: Computational Optimization and Applications. 86:163-197

Subject Terms: Difference of convex functions constraints, Difference of convex functions algorithm, 90C30, [INFO]Computer Science [cs], Difference of convex functions programming, Mathematical program with linear complementarity constraints, [MATH] Mathematics [math], 90C33, [MATH]Mathematics [math], [INFO] Computer Science [cs], Penalty function, 90C90 (Mathematics Subject Classification), 90C26

Access URL: https://hal.univ-lorraine.fr/hal-04151433v1
https://doi.org/10.1007/s10589-023-00487-y

The Boosted Difference of Convex Functions Algorithm for Nonsmooth Functions

Authors: Universidad de Alicante. Departamento de Matemáticas Aragón Artacho, Francisco Javier Vuong, Phan T.

Index Terms: Difference of convex functions, Boosted difference of convex functions algorithm, Kurdyka--Łojasiewicz property, Clustering problem, Multidimensional scaling problem, info:eu-repo/semantics/article

URL: http://hdl.handle.net/10045/104647
https://doi.org/10.1137/18M123339X
https://doi.org/10.1137/18M123339X
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PGC2018-097960-B-C22
info:eu-repo/grantAgreement/MINECO//RYC-2013-13327
info:eu-repo/grantAgreement/MINECO//MTM2014-59179-C2-1-P

A Novel Approach to Automated Cell Counting Based on a Difference of Convex Functions Algorithm (DCA)

Authors: Le Thi, Hoai An Le, Minh Tam Nguyen, Thi Bich Thuy

Contributors: Le Thi, Hoai An Le, Minh Tam Nguyen, Thi Bich Thuy

Source: Lecture Notes in Computer Science ISBN: 9783642404948

Subject Terms: [INFO] Computer Science [cs]

Access URL: https://link.springer.com/content/pdf/10.1007%252F978-3-642-40495-5_34.pdf
https://link.springer.com/chapter/10.1007%2F978-3-642-40495-5_34
https://dblp.uni-trier.de/db/conf/iccci/iccci2013.html#AnTT13
https://rd.springer.com/chapter/10.1007/978-3-642-40495-5_34
https://hal.univ-lorraine.fr/hal-03213406v1
https://doi.org/10.1007/978-3-642-40495-5_34

The Boosted DC Algorithm for Linearly Constrained DC Programming

Authors: F. J. Aragón-Artacho R. Campoy P. T. Vuong et al.

Contributors: F. J. Aragón-Artacho R. Campoy P. T. Vuong et al.

Source: RUA. Repositorio Institucional de la Universidad de Alicante
Universidad de Alicante (UA)

Subject Terms: Copositivity problem, 0211 other engineering and technologies, 02 engineering and technology, Global convergence, 65K05, 65K10, 90C26, 90C20, 47N10, 01 natural sciences, Constrained DC program, Trust region subproblem, Difference of convex functions, Optimization and Control (math.OC), Boosted difference of convex functions algorithm, FOS: Mathematics, 0101 mathematics, Mathematics - Optimization and Control

File Description: text

Access URL: http://arxiv.org/abs/1908.01138
http://hdl.handle.net/10045/130566
https://eprints.soton.ac.uk/474897/
https://hdl.handle.net/10045/130566

The Boosted Difference of Convex Functions Algorithm for Value-at-Risk Constrained Portfolio Optimization

Authors: Thormann, Marah-Lisanne Vuong, Phan Tu Zemkoho, Alain B.

Subject Terms: Mathematics - Optimization and Control, Quantitative Finance - Portfolio Management, Quantitative Finance - Risk Management

Access URL: http://arxiv.org/abs/2402.09194

A new device-free localization method for RSS data with considering correlations.

Authors: Xia, Ziwei Tan, Benying Zhao, Haoli et al.

Source: Computer Communications. Nov2023, Vol. 211, p302-310. 9p.

Subject Terms: CONVEX functions, REGULARIZATION parameter, GENERALIZATION

The Difference of Convex Algorithm on Hadamard Manifolds

Authors: Bergmann, Ronny Ferreira, Orizon P. M. Santos, Elianderson et al.

Availability: https://hdl.handle.net/11250/3125859

Using Positive Spanning Sets to Achieve d-Stationarity with the Boosted DC Algorithm

Authors: F. J. Aragón Artacho Phan Tu Vuong Rubén Campoy et al.

Contributors: F. J. Aragón Artacho Phan Tu Vuong Rubén Campoy et al.

Source: Vietnam J Math
RUA. Repositorio Institucional de la Universidad de Alicante
Universidad de Alicante (UA)

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, d-Stationary points, Derivative-free optimization, Machine Learning (cs.LG), Difference of convex functions, Optimization and Control (math.OC), Estadística e Investigación Operativa, Boosted difference of convex functions algorithm, FOS: Mathematics, Original Article, Mathematics - Optimization and Control, Positive spanning sets

File Description: text

Access URL: https://link.springer.com/content/pdf/10.1007/s10013-020-00400-8.pdf
https://pubmed.ncbi.nlm.nih.gov/32685434
http://arxiv.org/abs/1907.11471
http://hdl.handle.net/10045/107394
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7357844
https://link.springer.com/article/10.1007/s10013-020-00400-8
http://rua.ua.es/dspace/handle/10045/107394
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7357844
https://link.springer.com/content/pdf/10.1007/s10013-020-00400-8.pdf
https://dblp.uni-trier.de/db/journals/corr/corr1907.html#abs-1907-11471
https://eprints.soton.ac.uk/438483/
https://hdl.handle.net/10045/107394

THE BOOSTED DIFFERENCE OF CONVEX FUNCTIONS ALGORITHM FOR NONSMOOTH FUNCTIONS.

Authors: ARAGON ARTACHO, FRANCISCO J. VUONG, PHAN T.

Source: SIAM Journal on Optimization; 2020, Vol. 30 Issue 1, p980-1006, 27p

Subject Terms: CONVEX functions, SMOOTHNESS of functions, MULTIDIMENSIONAL scaling, ALGORITHMS, DATA science

Alternating direction method of multipliers with difference of convex functions.

Authors: Sun, Tao Yin, Penghang Cheng, Lizhi et al.

Source: Advances in Computational Mathematics. Jun2018, Vol. 44 Issue 3, p723-744. 22p.

Subject Terms: *MULTIPLIERS (Mathematical analysis), *CONVEX functions, *ALGORITHMS

Improved rates for stochastic variance-reduced difference-of-convex algorithms

Authors: Nguyen, Anh Duc Yurtsever, Alp Sra, Suvrit et al.

File Description: print

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:umu:diva-244644

The Boosted DC Algorithm for Linearly Constrained DC Programming.

Authors: Aragón-Artacho, F. J. Campoy, R. Vuong, P. T.

Source: Set-Valued & Variational Analysis; Dec2022, Vol. 30 Issue 4, p1265-1289, 25p

Iterative Reweighted Minimization for Generalized Norm/Quasi-Norm Difference Regularized Unconstrained Nonlinear Programming

Authors: Yi Cen Linna Zhang Ke Wang et al.

Source: IEEE Access, Vol 7, Pp 153102-153122 (2019)

Subject Terms: http://www.niso.org/schemas/ali/1.0/' xmlns:mml='http://www.w3.org/1998/Math/MathML' xmlns:xlink='http://www.w3.org/1999/xlink' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance'>lₚ–http://www.niso.org/schemas/ali/1.0/' xmlns:mml='http://www.w3.org/1998/Math/MathML' xmlns:xlink='http://www.w3.org/1999/xlink' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance'>q-null space property, iterative reweighted http://www.niso.org/schemas/ali/1.0/' xmlns:mml='http://www.w3.org/1998/Math/MathML' xmlns:xlink='http://www.w3.org/1999/xlink' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance'>lₜ minimization, http://www.niso.org/schemas/ali/1.0/' xmlns:mml='http://www.w3.org/1998/Math/MathML' xmlns:xlink='http://www.w3.org/1999/xlink' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance'>lₚ–http://www.niso.org/schemas/ali/1.0/' xmlns:mml='http://www.w3.org/1998/Math/MathML' xmlns:xlink='http://www.w3.org/1999/xlink' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance'>q-minimization, 0202 electrical engineering, electronic engineering, information engineering, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, 0101 mathematics, 01 natural sciences, Difference of convex/nonconvex functions algorithm, TK1-9971

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/8600701/08877712.pdf
https://doaj.org/article/808b2f083c874bd2b9005fae376a7254
https://dblp.uni-trier.de/db/journals/access/access7.html#CenZWC19
https://ieeexplore.ieee.org/document/8877712/

The Boosted DC Algorithm for Linearly Constrained DC Programming

Authors: Universidad de Alicante. Departamento de Matemáticas Aragón Artacho, Francisco Javier Campoy, Rubén et al.

Index Terms: Difference of convex functions, Boosted difference of convex functions algorithm, Global convergence, Constrained DC program, Copositivity problem, Trust region subproblem, info:eu-repo/semantics/article

URL: http://hdl.handle.net/10045/130566
https://doi.org/10.1007/s11228-022-00656-x
https://doi.org/10.1007/s11228-022-00656-x
info:eu-repo/grantAgreement/AEI/Plan Estatal de Investigación Científica y Técnica y de Innovación 2017-2020/PGC2018-097960-B-C22

A guaranteed service model with continuous review (r,Q) policy.

Authors: Bendadou, Abderrahim Rekik, Yacine Kalaï, Rim et al.

Source: Annals of Operations Research; Aug2025, Vol. 351 Issue 1, p883-901, 19p

Subject Terms: INVENTORY control, NONLINEAR programming, OPTIMIZATION algorithms, RESOURCE allocation, MATHEMATICAL optimization, COMPUTER simulation

s-SMOOTH: Sparsity and Smoothness Enhanced EEG Brain Tomography

Authors: Ying Li Jing Qin Yue-Loong Hsin et al.

Source: Frontiers in Neuroscience, Vol 10 (2016)

Subject Terms: inverse problem, Alternating direction method of multipliers (ADMM), Total Generalized Variation (TGV), EEG source imaging, difference of convex functions algorithm (DCA), l_(1-2) regularization, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: http://journal.frontiersin.org/Journal/10.3389/fnins.2016.00543/full; https://doaj.org/toc/1662-453X

Access URL: https://doaj.org/article/ff3f6dc2381942caa1fbe14664246e1c