Search Results - "(difference of convex functions) programming"

Multi-target elliptic positioning via difference of convex functions programming by Dang, Xudong, Liu, Hongwei, Yan, Junkun

“…Multi-target localization in a distributed multiple-input multiple-output radar is quite challenging as the correct measurement-target associations in each…”
Get full text

An approach to supervised distance metric learning based on difference of convex functions programming by Nguyen, Bac, De Baets, Bernard

“…•We develop a metric learning method (DML-dc) for nearest-neighbor classification.•DML-dc is based on difference of convex functions (DC) programming.•DML-dc…”
Get full text

Difference of Convex Functions Programming With Machine-Learning Prior for the Imaging Problem in Electrical Capacitance Tomography by Lei, Jing, Liu, Qibin

“… To address this problem, this study introduces the data-guided prior and combines it with the electrical measurement mechanism and the sparsity prior to produce a new difference of convex functions…”
Get full text

Fast AC Power Flow Optimization Using Difference of Convex Functions Programming by Merkli, Sandro, Domahidi, Alexander, Jerez, Juan L., Morari, Manfred, Smith, Roy S.

“…An effective means for analyzing the impact of novel operating schemes on power systems is time-domain simulation, for example, for investigating…”
Get full text

The DC (Difference of Convex Functions) Programming and DCA Revisited with DC Models of Real World Nonconvex Optimization Problems by An, Le Thi Hoai, Tao, Pham Dinh

“…The DC programming and its DC algorithm (DCA) address the problem of minimizing a function f=g-h (with g,h being lower semicontinuous proper convex functions…”
Get full text

A sparse logistic regression framework by difference of convex functions programming by Yang, Liming, Qian, Yannan

“…Feature selection for logistic regression (LR) is still a challenging subject. In this paper, we present a new feature selection method for logistic regression…”
Get full text

A class of smooth semi-supervised SVM by difference of convex functions programming and algorithm by Yang, Liming, Wang, Laisheng

“… Moreover, a general framework for solving the S4VMs is constructed based on robust DC (difference of convex functions) programming…”
Get full text

Energy Efficient Secure Communication Over Decode-and-Forward Relay Channels by Wang, Dong, Bai, Bo, Chen, Wei, Han, Zhu

“… decomposition, and difference of convex functions programming. The core of the scheme…”
Get full text

Combined SVM-Based Feature Selection and Classification by Neumann, Julia, Schnörr, Christoph, Steidl, Gabriele

“… To solve our optimisation problems, we apply difference of convex functions programming which is a general framework for non-convex continuous optimisation…”
Get full text

On solving difference of convex functions programs with linear complementarity constraints by Le Thi, Hoai An, Nguyen, Thi Minh Tam, Dinh, Tao Pham

“…We address a large class of Mathematical Programs with Linear Complementarity Constraints which minimizes a continuously differentiable DC function (Difference…”
Get full text

Robust Support Vector Machine With Asymmetric Truncated Generalized Pinball Loss by Suppalap, Siwakon, Wangkeeree, Rabian

“…The support vector machine (SVM) with pinball loss (Pin-SVM) can handle noise sensitivity and instability to re-sampling but loses sparsity. To solve this…”
Get full text

Iterative D.C. Optimization of Precoding in Wireless MIMO Relaying by Phan, A. H., Tuan, H. D., Kha, H. H., Nguyen, Ha H.

“…Optimizations of precoding matrices in precode-and-forward (PF) MIMO relaying are nonconvex programs in precoding matrix variables. The semidefinite relaxation…”
Get full text

Sparse high-dimensional fractional-norm support vector machine via DC programming by Guan, Wei, Gray, Alexander

“…This paper considers a class of feature selecting support vector machines (SVMs) based on Lq-norm regularization, where q∈(0,1). The standard SVM [Vapnik, V.,…”
Get full text

Weighted sum rate maximization of MISO interference broadcast channels via difference of convex functions programming: A large system analysis by Tabikh, Wassim, Slock, Dirk, Yi Yuan-Wu

“…The weighted sum rate (WSR) maximizing linear precoding algorithm is studied in large correlated multiple-input single-output (MISO) interference broadcast…”
Get full text

Difference of Convex Functions Programming Applied to Control with Expert Data by Piot, Bilal, Geist, Matthieu, Pietquin, Olivier

“…This paper reports applications of Difference of Convex functions (DC) programming to Learning from Demonstrations (LfD) and Reinforcement Learning (RL) with…”
Get full text

Fast AC Power Flow Optimization using Difference of Convex Functions Programming by Merkli, Sandro, Domahidi, Alexander, Jerez, Juan, Morari, Manfred, Smith, Roy S

“…An effective means for analyzing the impact of novel operating schemes on power systems is time domain simulation, for example for investigating…”
Get full text

A continuous approach for the concave cost supply problem via DC programming and DCA by Le Thi, Hoai An, Pham Dinh, Tao

“…The paper addresses an important but difficult class of concave cost supply management problems which consist in minimizing a separable increasing concave…”
Get full text

Discrete Tomography Based on DC Programming and DCA by Le Thi Hoai An, Nguyen Trong Phuc, Pham Dinh Tao

“…In this article, we present a new continuous approach based on DC (Difference of Convex functions…”
Get full text

Solving a multimodal transport problem by DCA by Le Thi, Hoai An, Ndiaye, Babacar Mbaye, Pham Dinh, Tao

“…The combined transport appears as a promising alternative to road transportation for containers allocation. It possesses a strong potential market, conditioned…”
Get full text

DC approximation approaches for sparse optimization by Le Thi, H.A., Pham Dinh, T., Le, H.M., Vo, X.T.

“… (Difference of Convex functions) programming framework. Considering…”
Get full text