Search Results - DC (Difference of Convex functions) Programming

The DC (Difference of Convex Functions) Programming and DCA Revisited with DC Models of Real World Nonconvex Optimization Problems: The DC (Difference of convex functions) programming and DCA revisited with DC models of real world nonconvex optimization problems

Authors: Le Thi, Hoai An Pham Dinh, Tao Laboratoire d'Informatique Théorique et Appliquée (LITA) et al.

Contributors: Le Thi, Hoai An Pham Dinh, Tao Laboratoire d'Informatique Théorique et Appliquée (LITA) et al.

Source: Annals of Operations Research. 133:23-46

Subject Terms: Applications of mathematical programming, DC programming, global optimality conditions, regularization techniques, polyhedral DC programming, DC duality, 0211 other engineering and technologies, [INFO]Computer Science [cs], 02 engineering and technology, [INFO] Computer Science [cs], Nonconvex programming, global optimization, DC algorithms (DCA), local optimality conditions

File Description: application/xml

Access URL: https://hal.univ-lorraine.fr/hal-01636759v1
https://doi.org/10.1007/s10479-004-5022-1
https://hal.univ-lorraine.fr/hal-03214481v1
https://zbmath.org/2160531
https://doi.org/10.1007/s10479-004-5022-1

Online Stochastic DCA With Applications to Principal Component Analysis

Authors: Hoai An Le Thi Hoang Phuc Hau Luu Tao Pham Dinh et al.

Contributors: Hoai An Le Thi Hoang Phuc Hau Luu Tao Pham Dinh et al.

Source: IEEE Transactions on Neural Networks and Learning Systems. 35:7035-7047

Subject Terms: DC algorithm (DCA), 0211 other engineering and technologies, Difference of Convex functions (DC) programming, 02 engineering and technology, Nonconvex optimization, Principal component analysis (PCA), Optimization and Control (math.OC), Online stochastic DCA (osDCA), FOS: Mathematics, [INFO]Computer Science [cs], [MATH]Mathematics [math], Mathematics - Optimization and Control

Access URL: https://pubmed.ncbi.nlm.nih.gov/36315540
http://arxiv.org/abs/2108.02300

Open issues and recent advances in DC programming and DCA.

Authors: Le Thi, Hoai An Pham Dinh, Tao

Source: Journal of Global Optimization; Mar2024, Vol. 88 Issue 3, p533-590, 58p

Subject Terms: APPLIED sciences, NONCONVEX programming, GLOBAL optimization, NONSMOOTH optimization, CONVEX functions, RESEARCH personnel

Robust Support Vector Machine With Asymmetric Truncated Generalized Pinball Loss

Authors: Siwakon Suppalap Rabian Wangkeeree

Source: IEEE Access, Vol 12, Pp 155696-155717 (2024)

Subject Terms: generalized pinball loss, difference of convex functions programming, Support vector machine, pinball loss, sparsity, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Access URL: https://doaj.org/article/c407d5d7d201419eaf9d096d1dd76c7d

A continuous approach for the concave cost supply problem via DC programming and DCA

Authors: Le Thi, Hoai An Pham Dinh, Tao Laboratoire d'Informatique Théorique et Appliquée (LITA) et al.

Contributors: Le Thi, Hoai An Pham Dinh, Tao Laboratoire d'Informatique Théorique et Appliquée (LITA) et al.

Source: Discrete Applied Mathematics. 156:325-338

Subject Terms: 0209 industrial biotechnology, Exact penalty, Applied Mathematics, 0211 other engineering and technologies, Disjunctive constraints, 02 engineering and technology, [INFO] Computer Science [cs], DC (Difference of Convex functions) programming, Reformulation, Mixed 0-1 concave programming, Concave programming, Discrete Mathematics and Combinatorics, [INFO]Computer Science [cs], Concave cost supply problem, DCA

Access URL: https://hal.univ-lorraine.fr/hal-01636752v1
https://doi.org/10.1016/j.dam.2007.03.024
https://www.sciencedirect.com/science/article/pii/S0166218X07001345
https://dblp.uni-trier.de/db/journals/dam/dam156.html#AnT08
https://hal.univ-lorraine.fr/hal-01636752
http://dblp.uni-trier.de/db/journals/dam/dam156.html#AnT08
https://hal.archives-ouvertes.fr/hal-01636752
https://www.sciencedirect.com/science/article/abs/pii/S0166218X07001345

A class of smooth semi-supervised SVM by difference of convex functions programming and algorithm

Authors: Yang, Liming Wang, Laisheng

Source: Knowledge-Based Systems. Mar2013, Vol. 41, p1-7. 7p.

Subject Terms: *SUPPORT vector machines, *CONVEX functions, *ALGORITHMS, *CONSTRAINT satisfaction, *COMPUTER programming, *ITERATIVE methods (Mathematics), *DATABASES, *NUMERICAL analysis

A new model and DCA based algorithm for clustering.

Authors: Le Thi, Hoai An^1,2 (AUTHOR) hoai-an.le-thi@univ-lorraine.fr

Source: Soft Computing - A Fusion of Foundations, Methodologies & Applications. Apr2025, Vol. 29 Issue 8, p4275-4285. 11p.

Subject Terms: *COMPUTATIONAL mathematics, *GAUSSIAN mixture models, *CONVEX functions, *BIG data, *ALGORITHMS

DC Programming and DCA for some classes of problems in cryptography ; Programmation DC et DCA pour certaines classes de problèmes en cryptographie

Authors: Nguyen, Thi Tuyet Trinh Laboratoire de Génie Informatique, de Production et de Maintenance (LGIPM) Université de Lorraine (UL) et al.

Contributors: Nguyen, Thi Tuyet Trinh Laboratoire de Génie Informatique, de Production et de Maintenance (LGIPM) Université de Lorraine (UL) et al.

Source: https://hal.univ-lorraine.fr/tel-04717814 ; Cryptography and Security [cs.CR]. Université de Lorraine, 2023. English. ⟨NNT : 2023LORR0374⟩.

Subject Terms: Centralized group key management, Merkle tree, Blockchain transaction, Autoencoder, DC (Difference of Convex functions) programming, DCA (DC Algorithms), Gestion centralisée des clés de groupe, Arbre de Merkle, Transaction de la blockchain, Programmation DC, DCA, [INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR], [MATH]Mathematics [math]

Relation: NNT: 2023LORR0374

Availability: https://hal.univ-lorraine.fr/tel-04717814
https://hal.univ-lorraine.fr/tel-04717814v1/document
https://hal.univ-lorraine.fr/tel-04717814v1/file/DDOC_T_2023_0374_NGUYEN.pdf

Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms

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

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

Source: Advances in Data Analysis and Classification. 1:85-104

Subject Terms: 0211 other engineering and technologies, [INFO]Computer Science [cs], 02 engineering and technology, [INFO] Computer Science [cs]

Access URL: https://hal.univ-lorraine.fr/hal-01636753v1
https://doi.org/10.1007/s11634-007-0011-2
https://link.springer.com/content/pdf/10.1007%2Fs11634-007-0011-2.pdf
https://dblp.uni-trier.de/db/journals/adac/adac1.html#AnMT07
https://doi.org/10.1007/s11634-007-0011-2
https://link.springer.com/article/10.1007/s11634-007-0011-2
https://hal.univ-lorraine.fr/hal-01636753

Alternating DC algorithm for partial DC programming problems.

Authors: Pham Dinh, Tao Huynh, Van Ngai Le Thi, Hoai An et al.

Source: Journal of Global Optimization; Apr2022, Vol. 82 Issue 4, p897-928, 32p

Subject Terms: NONCONVEX programming, PRINCIPAL components analysis, CONVEX functions

Programmation DC et DCA pour certaines classes de problèmes en cryptographie ; DC Programming and DCA for some classes of problems in cryptography

Authors: Nguyen, Thi Tuyet Trinh Université de Lorraine Lê Thi, Hoai An

Contributors: Nguyen, Thi Tuyet Trinh Université de Lorraine Lê Thi, Hoai An

Subject Terms: Gestion centralisée des clés de groupe, Arbre de Merkle, Transaction de la blockchain, Autoencoder, Programmation DC, DCA, Centralized group key management, Merkle tree, Blockchain transaction, DC (Difference of Convex functions) programming, DCA (DC Algorithms), 005.824, 005.741

Relation: http://www.theses.fr/2023LORR0374/document

Availability: http://www.theses.fr/2023LORR0374/document

Apprentissage avec la parcimonie et sur des données incertaines par la programmation DC et DCA

Learning with sparsity and uncertainty by Difference of Convex functions optimization

Authors: Vo, Xuan Thanh

Thesis Advisors: Université de Lorraine, Lê Thi, Hoai An

Subject Terms: Optimisation robuste, Programmation DC, DCA, Parcimonie, Factorisation en matrices non-Négatives, Apprentissage de dictionnaire, Robust optimization, DC programming, Sparsity, Nonnegative matrix factorization, Dictionary learning, 004.015 1, 511.8

Availability: http://www.theses.fr/2015LORR0193/document

DC programming and DCA: thirty years of developments.

Authors: Le Thi, Hoai An Pham Dinh, Tao

Source: Mathematical Programming; May2018, Vol. 169 Issue 1, p5-68, 64p

Subject Terms: CONVEX functions, CONVEX programming, ALGORITHMS, MATHEMATICAL programming, ANNIVERSARIES

Springer Optimization and Its Applications

Authors: Ramazannejad M. Alimohammady M. Cattani C.

Subject Terms: DC programming, Monotone operators, proximal algorithms, difference of convex functions

Access URL: https://hdl.handle.net/10807/201642

Long-Short Portfolio Optimization Under Cardinality Constraints by Difference of Convex Functions Algorithm.

Authors: Le Thi, Hoai Moeini, Mahdi

Source: Journal of Optimization Theory & Applications. Apr2014, Vol. 161 Issue 1, p199-224. 26p.

Subject Terms: *CONVEX functions, *CONSTRAINT algorithms, *CONVEX programming, *NONCONVEX programming, *COMPLEMENTARITY constraints (Mathematics)

Robust sparse principal component analysis by DC programming algorithm.

Authors: Li, Jieya Yang, Liming

Source: Journal of Intelligent & Fuzzy Systems; 2020, Vol. 39 Issue 3, p3183-3193, 11p

Subject Terms: PRINCIPAL components analysis, ALGORITHMS, CONVEX functions, MATHEMATICAL regularization, L-functions

Finding the spectral radius of a nonnegative irreducible symmetric tensor via DC programming

Authors: Bai, Xueli Li, Dong-Hui Wu, Lei et al.

Index Terms: Mathematics - Optimization and Control, Mathematics - Numerical Analysis, 15A18, 15A69, 90C90, text

URL: http://arxiv.org/abs/2307.13287

Learning with sparsity and uncertainty by Difference of Convex functions optimization ; Apprentissage avec la parcimonie et sur des données incertaines par la programmation DC et DCA

Authors: Vo, Xuan Thanh Laboratoire d'Informatique Théorique et Appliquée (LITA) Université de Lorraine (UL) et al.

Contributors: Vo, Xuan Thanh Laboratoire d'Informatique Théorique et Appliquée (LITA) Université de Lorraine (UL) et al.

Source: https://hal.univ-lorraine.fr/tel-01754450 ; Other [cs.OH]. Université de Lorraine, 2015. English. ⟨NNT : 2015LORR0193⟩.

Subject Terms: Robust optimization, DC programming, DCA, Sparsity, Nonnegative matrix factorization, dictionary learning, Optimisation robuste, Programmation DC, Parcimonie, Factorisation en matrices non-négatives, Apprentissage de dictionnaire, Programmation (mathématiques), Optimisation mathématique, Matrices nonnégatives, [INFO.INFO-OH]Computer Science [cs]/Other [cs.OH]

Relation: NNT: 2015LORR0193

Availability: https://hal.univ-lorraine.fr/tel-01754450
https://hal.univ-lorraine.fr/tel-01754450v1/document
https://hal.univ-lorraine.fr/tel-01754450v1/file/DDOC_T_2015_0193_VO.pdf

A DIFFERENCE OF CONVEX FUNCTIONS ALGORITHM FOR OPTIMAL SCHEDULING AND REAL-TIME ASSIGNMENT OF PREVENTIVE MAINTENANCE JOBS ON PARALLEL PROCESSORS.

Authors: HOAI AN, LE THI QUYNH, TRAN DUC ADJALLAH, KONDO HLOINDO

Source: Journal of Industrial & Management Optimization. Jan2014, Vol. 10 Issue 1, p243-258. 16p.

Subject Terms: *PRODUCTION scheduling, *INDUSTRIAL management, *OPERATIONS research, *MAINTENANCE, *OPERATING costs, *ALGORITHMS, CONVEX functions

Apprentissage avec la parcimonie et sur des données incertaines par la programmation DC et DCA ; Learning with sparsity and uncertainty by Difference of Convex functions optimization

Authors: Vo, Xuan Thanh Université de Lorraine Lê Thi, Hoai An

Contributors: Vo, Xuan Thanh Université de Lorraine Lê Thi, Hoai An

Subject Terms: Optimisation robuste, Programmation DC, DCA, Parcimonie, Factorisation en matrices non-Négatives, Apprentissage de dictionnaire, Robust optimization, DC programming, Sparsity, Nonnegative matrix factorization, Dictionary learning, 004.015 1, 511.8

Relation: http://www.theses.fr/2015LORR0193/document

Availability: http://www.theses.fr/2015LORR0193/document