Tao Pham Dinh

According to our database1, Tao Pham Dinh authored at least 125 papers between 1972 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
On solving difference of convex functions programs with linear complementarity constraints.
Comput. Optim. Appl., September, 2023

2022
Stochastic Difference-of-Convex-Functions Algorithms for Nonconvex Programming.
SIAM J. Optim., September, 2022

Stochastic DCA with Variance Reduction and Applications in Machine Learning.
J. Mach. Learn. Res., 2022

Alternating DC algorithm for partial DC programming problems.
J. Glob. Optim., 2022

2021
DC programming and DCA for enhancing physical layer security via relay beamforming strategies.
Optim. Lett., 2021

Preface to the special issue dedicated to the 6th World Congress on Global Optimization held in Metz, France, July 8-10, 2019.
Optim. Lett., 2021

DCA-based algorithms for DC fitting.
J. Comput. Appl. Math., 2021

DCA based approaches for bi-level variable selection and application for estimate multiple sparse covariance matrices.
Neurocomputing, 2021

2019
A unified DC programming framework and efficient DCA based approaches for large scale batch reinforcement learning.
J. Glob. Optim., 2019

Stochastic Difference-of-Convex Algorithms for Solving nonconvex optimization problems.
CoRR, 2019

Improved dc programming approaches for solving the quadratic eigenvalue complementarity problem.
Appl. Math. Comput., 2019

Solving Efficient Target-Oriented Scheduling in Directional Sensor Networks by DCA.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2019

DCA with Successive DC Decomposition for Convex Piecewise-Linear Fitting.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2019

2018
DC programming and DCA: thirty years of developments.
Math. Program., 2018

Convergence Analysis of Difference-of-Convex Algorithm with Subanalytic Data.
J. Optim. Theory Appl., 2018

An efficient DCA based algorithm for power control in large scale wireless networks.
Appl. Math. Comput., 2018

2017
Sparse Covariance Matrix Estimation by DCA-Based Algorithms.
Neural Comput., 2017

DC programming and DCA for enhancing physical layer security via cooperative jamming.
Comput. Oper. Res., 2017

DC programming and DCA for solving Brugnano-Casulli piecewise linear systems.
Comput. Oper. Res., 2017

Modeling and Computational Optimization for Complex System Management.
Comput. Oper. Res., 2017

Efficient Bi-level Variable Selection and Application to Estimation of Multiple Covariance Matrices.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2017

Ramp Loss Support Vector Data Description.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017

2016
DC programming approaches for discrete portfolio optimization under concave transaction costs.
Optim. Lett., 2016

Efficient Nonnegative Matrix Factorization by DC Programming and DCA.
Neural Comput., 2016

Error Bounds Via Exact Penalization with Applications to Concave and Quadratic Systems.
J. Optim. Theory Appl., 2016

Efficient approaches for ℓ 2-ℓ 0 regularization and applications to feature selection in SVM.
Appl. Intell., 2016

DC Programming and DCA for Transmit Beamforming and Power Allocation in Multicasting Relay Network.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2016

Robust Optimization for Clustering.
Proceedings of the Intelligent Information and Database Systems - 8th Asian Conference, 2016

2015
Feature selection in machine learning: an exact penalty approach using a Difference of Convex function Algorithm.
Mach. Learn., 2015

DC approximation approaches for sparse optimization.
Eur. J. Oper. Res., 2015

A Based-DC Programming Approach for Planning a Multisensor Multizone Search for a Moving Target.
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015

Solving the Quadratic Eigenvalue Complementarity Problem by DC Programming.
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015

A DC Programming Approach for Sparse Estimation of a Covariance Matrix.
Proceedings of the Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 3rd International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences, 2015

DC Programming and DCA for a Novel Resource Allocation Problem in Emerging Area of Cooperative Physical Layer Security.
Proceedings of the Advanced Computational Methods for Knowledge Engineering - Proceedings of 3rd International Conference on Computer Science, Applied Mathematics and Applications, 2015

DC Programming and DCA for Dictionary Learning.
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015

2014
DC programming in communication systems: challenging problems and methods.
Vietnam. J. Comput. Sci., 2014

Recent Advances in DC Programming and DCA.
Trans. Comput. Collect. Intell., 2014

A Difference of Convex Functions Algorithm for Switched Linear Regression.
IEEE Trans. Autom. Control., 2014

New and efficient DCA based algorithms for minimum sum-of-squares clustering.
Pattern Recognit., 2014

Feature selection for linear SVMs under uncertain data: Robust optimization based on difference of convex functions algorithms.
Neural Networks, 2014

A DC Programming Approach for Finding Communities in Networks.
Neural Comput., 2014

Globally convergent DC trust-region methods.
J. Glob. Optim., 2014

Solving the Multidimensional Assignment Problem by a Cross-Entropy method.
J. Comb. Optim., 2014

A DC programming approach for planning a multisensor multizone search for a target.
Comput. Oper. Res., 2014

DCA based algorithms for multiple sequence alignment (MSA).
Central Eur. J. Oper. Res., 2014

DC Programming and DCA for General DC Programs.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014

DC Programming Approaches for BMI and QMI Feasibility Problems.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2014

DC Programming and DCA for Nonnegative Matrix Factorization.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2014

DC Programming and DCA for Portfolio Optimization with Linear and Fixed Transaction Costs.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014

2013
A DC Programming Framework for Portfolio Selection by Minimizing the Transaction Costs.
Proceedings of the Advanced Computational Methods for Knowledge Engineering, 2013

Efficient DC programming approaches for the asymmetric eigenvalue complementarity problem.
Optim. Methods Softw., 2013

Block Clustering Based on Difference of Convex Functions (DC) Programming and DC Algorithms.
Neural Comput., 2013

Binary classification via spherical separator by DC programming and DCA.
J. Glob. Optim., 2013

Robust Feature Selection for SVMs under Uncertain Data.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2013

DC Programming and DCA Based Cross-Layer Optimization in Multi-hop TDMA Networks.
Proceedings of the Intelligent Information and Database Systems - 5th Asian Conference, 2013

DC Programming Approaches for Distance Geometry Problems.
Proceedings of the Distance Geometry: Theory, Methods, and Applications, 2013

2012
Preface.
Optim. Lett., 2012

Globally solving a nonlinear UAV task assignment problem by stochastic and deterministic optimization approaches.
Optim. Lett., 2012

Behavior of DCA sequences for solving the trust-region subproblem.
J. Glob. Optim., 2012

Exact penalty and error bounds in DC programming.
J. Glob. Optim., 2012

Single straddle carrier routing problem in port container terminals: mathematical model and solving approaches.
Int. J. Intell. Inf. Database Syst., 2012

A DC programming approach for solving the symmetric Eigenvalue Complementarity Problem.
Comput. Optim. Appl., 2012

Solving Many to many multicast QoS routing problem using DCA and proximal decomposition technique.
Proceedings of the International Conference on Computing, Networking and Communications, 2012

Solving Nurse Rostering Problems by a Multiobjective Programming Approach.
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2012

DC Programming and DCA for Large-Scale Two-Dimensional Packing Problems.
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012

Gaussian Kernel Minimum Sum-of-Squares Clustering and Solution Method Based on DCA.
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012

2011
Preface.
J. Glob. Optim., 2011

Properties of two DC algorithms in quadratic programming.
J. Glob. Optim., 2011

On solving Linear Complementarity Problems by DC programming and DCA.
Comput. Optim. Appl., 2011

An efficient DC programming approach for portfolio decision with higher moments.
Comput. Optim. Appl., 2011

A Cross-Entropy Method for Value-at-Risk Constrained Optimization.
Proceedings of the Intelligent Information and Database Systems, 2011

An Efficient DCA for Spherical Separation.
Proceedings of the Intelligent Information and Database Systems, 2011

2010
An efficient combined DCA and B&B using DC/SDP relaxation for globally solving binary quadratic programs.
J. Glob. Optim., 2010

A combined DCA: GA for constructing highly nonlinear balanced boolean functions in cryptography.
J. Glob. Optim., 2010

A Cross-Entropy Method for Nonlinear UAV Task Assignment Problem.
Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010

Discrete Tomography Based on DC Programming and DCA.
Proceedings of the 2010 IEEE RIVF International Conference on Computing & Communication Technologies, 2010

A DC Programming Approach for Sparse Eigenvalue Problem.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Solving QoS Routing Problems by DCA.
Proceedings of the Intelligent Information and Database Systems, 2010

Solving Multicast QoS Routing Problem in the Context V2I Communication Services Using DCA.
Proceedings of the 9th IEEE/ACIS International Conference on Computer and Information Science, 2010

2009
DC programming techniques for solving a class of nonlinear bilevel programs.
J. Glob. Optim., 2009

Portfolio selection under downside risk measures and cardinality constraints based on DC programming and DCA.
Comput. Manag. Sci., 2009

DC programming and DCA for globally solving the value-at-risk.
Comput. Manag. Sci., 2009

Solving the Perceptron Problem by deterministic optimization approach based on DC programming and DCA.
Proceedings of the 7th IEEE International Conference on Industrial Informatics, 2009

A time-indexed formulation of earliness tardiness scheduling via DC programming and DCA.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009

Minimum Sum-of-Squares Clustering by DC Programming and DCA.
Proceedings of the Emerging Intelligent Computing Technology and Applications. With Aspects of Artificial Intelligence, 2009

Cryptanalysis of an Identification Scheme Based on the Perceptron Problem using a Hybridization of Deterministic Optimization and Genetic Algorithm.
Proceedings of the 2009 International Conference on Security & Management, 2009

Multiple Alignment of Sequences by a Continuous Optimisation Approach based on DC Programming and DCA.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2009

2008
Combining DCA (DC Algorithms) and interior point techniques for large-scale nonconvex quadratic programming.
Optim. Methods Softw., 2008

A continuous approach for the concave cost supply problem via DC programming and DCA.
Discret. Appl. Math., 2008

Preface for the special issue of ADAC on 'Optimisation and Non-Convex Programming in Data Mining'.
Adv. Data Anal. Classif., 2008

A DC programming approach for feature selection in support vector machines learning.
Adv. Data Anal. Classif., 2008

Solving a multimodal transport problem by DCA.
Proceedings of the 2008 IEEE International Conference on Research, 2008

Combined feature selection and classification using DCA.
Proceedings of the 2008 IEEE International Conference on Research, 2008

DC Programming Approach for a Class of Nonconvex Programs Involving l0 Norm.
Proceedings of the Modelling, 2008

A DC Programming Approach for Mixed-Integer Linear Programs.
Proceedings of the Modelling, 2008

Design of Highly Nonlinear Balanced Boolean Functions Using an Hybridation of DCA and Simulated Annealing Algorithm.
Proceedings of the Modelling, 2008

Noisy Image Segmentation by a Robust Clustering Algorithm Based on DC Programming and DCA.
Proceedings of the Advances in Data Mining. Medical Applications, 2008

2007
Application of lower bound direct method to engineering structures.
J. Glob. Optim., 2007

A new efficient algorithm based on DC programming and DCA for clustering.
J. Glob. Optim., 2007

Editorial.
Eur. J. Oper. Res., 2007

A continuous DC programming approach to the strategic supply chain design problem from qualified partner set.
Eur. J. Oper. Res., 2007

Optimization based DC programming and DCA for hierarchical clustering.
Eur. J. Oper. Res., 2007

Fuzzy clustering based on nonconvex optimisation approaches using difference of convex (DC) functions algorithms.
Adv. Data Anal. Classif., 2007

Une nouvelle approche de la programmation DC et DCA pour la classification floue.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

2006
Hierarchical Clustering Based on Mathematical Optimization.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2006

A Branch and Bound Algorithm Based on DC Programming and DCA for Strategic Capacity Planning in Supply Chain Design for a New Market Opportunity.
Proceedings of the Operations Research, 2006

A Deterministic Optimization Approach for Generating Highly Nonlinear Balanced Boolean Functions in Cryptography.
Proceedings of the Modeling, 2006

2005
The DC (Difference of Convex Functions) Programming and DCA Revisited with DC Models of Real World Nonconvex Optimization Problems.
Ann. Oper. Res., 2005

2003
Large-Scale Molecular Optimization from Distance Matrices by a D.C. Optimization Approach.
SIAM J. Optim., 2003

Solving an Inverse Problem for an Elliptic Equation by d.c. Programming.
J. Glob. Optim., 2003

2002
D.C. programming approach for multicommodity network optimization problems with step increasing cost functions.
J. Glob. Optim., 2002

Combination between global and local methods for solving an optimization problem over the efficient set.
Eur. J. Oper. Res., 2002

1998
A D.C. Optimization Algorithm for Solving the Trust-Region Subproblem.
SIAM J. Optim., 1998

A Branch and Bound Method via d.c. Optimization Algorithms and Ellipsoidal Technique for Box Constrained Nonconvex Quadratic Problems.
J. Glob. Optim., 1998

A Combined D.C. Optimization - Ellipsoidal Branch-and-Bound Algorithm for Solving Nonconvex Quadratic Programming Problems.
J. Comb. Optim., 1998

1997
Solving a Class of Linearly Constrained Indefinite Quadratic Problems by D.C. Algorithms.
J. Glob. Optim., 1997

1996
Difference of convex functions optimization algorithms (DCA) for globally minimizing nonconvex quadratic forms on Euclidean balls and spheres.
Oper. Res. Lett., 1996

Numerical solution for optimization over the efficient set by d.c. optimization algorithms.
Oper. Res. Lett., 1996

1995
Proximal Decomposition on the Graph of a Maximal Monotone Operator.
SIAM J. Optim., 1995

Decomposition branch and bound method for globally solving linearly constrained indefinite quadratic minimization problems.
Oper. Res. Lett., 1995

A method for solving d.c. programming problems. Application to fuel mixture nonconvex optimization problem.
J. Glob. Optim., 1995

Object pose from 2-D to 3-D point and line correspondences.
Int. J. Comput. Vis., 1995

Decomposition methods for solving a class of nonconvex programming problems dealing with bilinear and quadratic functions.
Comput. Optim. Appl., 1995

1988
Iterative behaviour, fixed point of a class of monotone operators. Application to non-symmetric threshold function.
Discret. Math., 1988

1972
Etude d'une classe de normes dans les espaces vectoriels à dimension finie générées par les normes des espaces fonctionnels de Banach.
PhD thesis, 1972


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