Výsledky vyhledávání - DC programming algorithm

A refined inertial DC algorithm for DC programming Autor You, Yu, Niu, Yi-Shuai

“…In this paper we consider the difference-of-convex (DC) programming problems, whose objective function is the difference of two convex functions…”
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Alternating DC algorithm for partial DC programming problems Autor Pham Dinh, Tao, Huynh, Van Ngai, Le Thi, Hoai An, Ho, Vinh Thanh

“…DC (Difference of Convex functions) programming and DCA (DC Algorithm) play a key role in nonconvex programming framework…”
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A unified Douglas–Rachford algorithm for generalized DC programming Autor Chuang, Chih-Sheng, He, Hongjin, Zhang, Zhiyuan

“…We consider a class of generalized DC (difference-of-convex functions) programming, which refers to the problem of minimizing the sum of two convex (possibly nonsmooth…”
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The Boosted DC Algorithm for Linearly Constrained DC Programming Autor Aragón-Artacho, F. J., Campoy, R., Vuong, P. T.

“…The Boosted Difference of Convex functions Algorithm (BDCA) has been recently introduced to accelerate the performance of the classical Difference of Convex functions Algorithm (DCA…”
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An Inertial Algorithm for DC Programming Autor de Oliveira, Welington, Tcheou, Michel P.

“… In contrast to the classical DC algorithm of P. D. Tao and L. T. H. An, the proposed inertial DC algorithm defines trial points whose sequence of functional values…”
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Block clustering based on difference of convex functions (DC) programming and DC algorithms Autor Le, Hoai Minh, Le Thi, Hoai An, Dinh, Tao Pham, Huynh, Van Ngai

“…We investigate difference of convex functions (DC) programming and the DC algorithm (DCA…”
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Global solution algorithms for DC programming via polyhedral approximations of convex functions Autor Pirani, Fahaar M., Ulus, Firdevs

“…We consider difference of convex (DC) programming problems and propose three algorithms to solve them globally…”
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A proximal splitting algorithm for generalized DC programming with applications in signal recovery Autor Pham, Tan Nhat, Dao, Minh N., Amjady, Nima, Shah, Rakibuzzaman

“…The difference-of-convex (DC) program is an important model in nonconvex optimization due to its structure, which encompasses a wide range of practical applications…”
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DC Programming Algorithm for Clusterwise Linear L1 Regression Autor Bagirov, Adil M., Taheri, Sona

“…The aim of this paper is to develop an algorithm for solving the clusterwise linear least absolute deviations regression problem…”
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A Refined Inertial DC Algorithm for DC Programming Autor You, Yu, Yi-Shuai Niu

“…In this paper we consider the difference-of-convex (DC) programming problems, whose objective function is the difference of two convex functions…”
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Neural Network Control Based on Nonlinear Autoregressive Exogenous Model and Adaptive Dynamic Programming Algorithm for High-Gain DC-DC Converter Autor Yang, Zelong, He, Liangzong

“… The process begins with the NARX model capturing the dynamic behavior of the actual dc-dc converter, supplying the gradient information and an equivalent model necessary for the ADP algorithm…”
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Preface of Special Issue: DC Programming - Theory, Algorithms and Applications Autor Le Thi, Hoai An, Pham Dinh, Tao

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DC Programming Algorithm for Clusterwise Linear $${{\varvec{L}}}_\mathbf{1}$$ Regression Autor Bagirov, Adil M., Taheri, Sona

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New Douglas-Rashford Splitting Algorithms for Generalized DC Programming with Applications in Machine Learning Autor Yao, Yonghong, Jolaoso, Lateef O., Shehu, Yekini, Yao, Jen-Chih

“…In this work, we propose some new Douglas-Rashford splitting algorithms for solving a class of generalized DC…”
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A set-membership state estimation algorithm based on DC programming Autor Alamo, T., Bravo, J.M., Redondo, M.J., Camacho, E.F.

“… DC programming and intersection operations are used to obtain a tight bound. An example is given to illustrate the proposed algorithm…”
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A generalized adaptive robust distance metric driven smooth regularization learning framework for pattern recognition Autor Ma, Jun, Yu, Guolin

“…), regularization and smoothing techniques.•The fast Newton-Armijo algorithm and DC (difference of convex functions…”
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A three-operator splitting algorithm with deviations for generalized DC programming Autor Hu, Ziyue, Dong, Qiao-Li

“… A numerical experiment for DC regularized sparse recovery problems shows that the proposed algorithms have better performance than the original three-operator splitting…”
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A non-convex algorithm framework based on DC programming and DCA for matrix completion Autor Geng, Juan, Wang, Laisheng, Wang, Yanfei

“… In this paper, we propose a unified framework based on Difference of Convex functions (DC) programming and DC Algorithms (DCA…”
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On the Linear Convergence to Weak/Standard d-Stationary Points of DCA-Based Algorithms for Structured Nonsmooth DC Programming Autor Dong, Hongbo, Tao, Min

“… Our focus is on algorithms that compute a (weak or standard) d(irectional)-stationary point as advocated in a recent work of Pang et al. (Math Oper Res 42:95–118, 2017…”
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A Branch-and-Bound Algorithm Embedded with DCA for DC Programming Autor Wang, Meihua, Xu, Chengxian, Xu, Fengmin

“…The special importance of Difference of Convex (DC) functions programming has been recognized in recent studies on nonconvex optimization problems…”
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