Search Results - Difference of convex functions programming

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

“… We first develop an equivalent Difference of Convex functions (DC) representation for the non-convex Boolean constraint imposed on the association variables, making the problem tractable…”
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An approach to supervised distance metric learning based on difference of convex functions programming by Nguyen, Bac, De Baets, Bernard

“…•DML-dc is based on difference of convex functions (DC) programming.•DML-dc uses the ramp loss function to avoid the influence of outliers…”
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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…”
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Fast AC Power Flow Optimization Using Difference of Convex Functions Programming by Merkli, Sandro, Domahidi, Alexander, Jerez, Juan L., Morari, Manfred, Smith, Roy S.

“… The algorithm exploits a difference-of-convex-functions reformulation of the OPF problem, which can be…”
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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…”
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A sparse logistic regression framework by difference of convex functions programming by Yang, Liming, Qian, Yannan

“… We apply a proper nonconvex approximation of the zero-norm to derive a robust difference of convex functions (DC) program…”
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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…”
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On solving difference of convex functions programs with linear complementarity constraints by Le Thi, Hoai An, Nguyen, Thi Minh Tam, Dinh, Tao Pham

“… The difference of convex functions algorithm (DCA), an efficient approach in nonconvex programming framework, is then developed to solve the resulting problems…”
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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…”
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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…”
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Robust Support Vector Machine With Asymmetric Truncated Generalized Pinball Loss by Suppalap, Siwakon, Wangkeeree, Rabian

“… Despite these improvements, the unboundedness of the loss functions can result in a lack of robustness to outliers…”
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The DTC (difference of tangentially convex functions) programming: optimality conditions by Mashkoorzadeh, F., Movahedian, N., Nobakhtian, S.

“…We focus on optimality conditions for an important class of nonconvex and nonsmooth optimization problems, where the objective and constraint functions are presented as a difference of two tangentially convex functions…”
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Sparse high-dimensional fractional-norm support vector machine via DC programming by Guan, Wei, Gray, Alexander

“… The Nature of Statistical Learning Theory. Springer, NY.] minimizes the hinge loss function subject to the L2-norm penalty…”
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Iterative D.C. Optimization of Precoding in Wireless MIMO Relaying by Phan, A. H., Tuan, H. D., Kha, H. H., Nguyen, Ha H.

“… The semidefinite relaxation (SDR) technique, which relaxes the concerned nonconvex quadratic constraints by (convex…”
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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

“…) interference broadcast channels (IBC). We consider an iterative WSR design via difference of convex functions (DC) programming as in [1], [2] and [3…”
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A continuous approach for the concave cost supply problem via DC programming and DCA by Le Thi, Hoai An, Pham Dinh, Tao

“… (Difference of Convex functions) programs. A new deterministic approach based on DC programming and DCA (DC Algorithms…”
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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…”
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Fast AC Power Flow Optimization using Difference of Convex Functions Programming by Merkli, Sandro, Domahidi, Alexander, Jerez, Juan, Morari, Manfred, Smith, Roy S

“… The algorithm exploits a difference-of-convex-functions reformulation of the OPF problem, which can be performed effectively. Numerical results are presented comparing the method to state-of-the-art OPF solver implementations in MATPOWER, leading to significant speedups compared to the latter…”
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Data fitting with signomial programming compatible difference of convex functions by Karcher, Cody J.

“… Here, a new Difference of Softmax Affine function is constructed by utilizing existing methods of GP compatible fitting in Difference of Convex (DC) functions…”
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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…”
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