Výsledky vyhledávání - "Difference of convex functions programming"

Multi-target elliptic positioning via difference of convex functions programming Autor 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…”
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An approach to supervised distance metric learning based on difference of convex functions programming Autor 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…”
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Difference of Convex Functions Programming With Machine-Learning Prior for the Imaging Problem in Electrical Capacitance Tomography Autor 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…”
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Fast AC Power Flow Optimization Using Difference of Convex Functions Programming Autor 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…”
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The DC (Difference of Convex Functions) Programming and DCA Revisited with DC Models of Real World Nonconvex Optimization Problems Autor 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…”
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A sparse logistic regression framework by difference of convex functions programming Autor 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…”
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A class of smooth semi-supervised SVM by difference of convex functions programming and algorithm Autor Yang, Liming, Wang, Laisheng

“… Moreover, a general framework for solving the S4VMs is constructed based on robust DC (difference of convex functions) programming…”
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Energy Efficient Secure Communication Over Decode-and-Forward Relay Channels Autor Wang, Dong, Bai, Bo, Chen, Wei, Han, Zhu

“… decomposition, and difference of convex functions programming. The core of the scheme…”
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Combined SVM-Based Feature Selection and Classification Autor 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…”
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On solving difference of convex functions programs with linear complementarity constraints Autor 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…”
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Robust Support Vector Machine With Asymmetric Truncated Generalized Pinball Loss Autor 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…”
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Iterative D.C. Optimization of Precoding in Wireless MIMO Relaying Autor 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…”
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Sparse high-dimensional fractional-norm support vector machine via DC programming Autor 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.,…”
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Weighted sum rate maximization of MISO interference broadcast channels via difference of convex functions programming: A large system analysis Autor 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…”
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Difference of Convex Functions Programming Applied to Control with Expert Data Autor 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…”
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Fast AC Power Flow Optimization using Difference of Convex Functions Programming Autor 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…”
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A continuous approach for the concave cost supply problem via DC programming and DCA Autor 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…”
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Discrete Tomography Based on DC Programming and DCA Autor 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…”
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Solving a multimodal transport problem by DCA Autor 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…”
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DC approximation approaches for sparse optimization Autor Le Thi, H.A., Pham Dinh, T., Le, H.M., Vo, X.T.

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