Search Results - DC programming algorithm

A refined inertial DC algorithm for DC programming by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by 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 by Le Thi, Hoai An, Pham Dinh, Tao

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

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New Douglas-Rashford Splitting Algorithms for Generalized DC Programming with Applications in Machine Learning by 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 generalized adaptive robust distance metric driven smooth regularization learning framework for pattern recognition by 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 by 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 by 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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A set-membership state estimation algorithm based on DC programming by 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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On the Linear Convergence to Weak/Standard d-Stationary Points of DCA-Based Algorithms for Structured Nonsmooth DC Programming by 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 by 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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