Výsledky vyhľadávania - "proximal algorithm"

Distributed continuous-time proximal algorithm for nonsmooth resource allocation problem with coupled constraints Autor Huang, Yi, Meng, Ziyang, Sun, Jian, Wang, Gang

“… By using the operator splitting and primal–dual method, a continuous-time distributed proximal algorithm is developed, which can be applied to more general local cost functions that are convex but not necessarily smooth…”
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A Proximal Algorithm for Distributed Optimization With Nonsmooth Inequality Constraints Autor Wei, Yue, Zeng, Xianlin, Fang, Hao, Ding, Yulong

“…This brief explores a category of optimization problems that are both distributed and nonsmooth, involving nonsmooth convex functions subject to nonsmooth inequality constraints…”
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Distributed Multi-Proximal Algorithm for Nonsmooth Convex Optimization With Coupled Inequality Constraints Autor Huang, Yi, Meng, Ziyang, Sun, Jian, Ren, Wei

“… By applying multiple proximal splittings and derivative feedback techniques, a new distributed continuous-time multi-proximal algorithm is developed, whose dynamics satisfies Lipschitz continuity…”
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Dynamic State Estimation for Large Scale Systems Based on a Parallel Proximal Algorithm Autor Molina-Machado, Cristhian D, Martinez-Vargas, Juan D, Giraldo, Eduardo

“…In this paper, a novel method for parallel dynamic state estimation of large scale systems is presented. Since this task requires a high amount of…”
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Augmented Lagrangian Tracking for distributed optimization with equality and inequality coupling constraints Autor Falsone, Alessandro, Prandini, Maria

“… function and constraint set, and the goal is to minimize the sum of the agents’ cost functions subject to local constraints plus some additional coupling constraint involving the decision variables of all the…”
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Consensus-based distributed optimisation of multi-agent networks via a two level subgradient-proximal algorithm Autor Hu, Bin, Guan, Zhi-Hong, Liao, Rui-Quan, Zhang, Ding-Xue, Zheng, Gui-Lin

“…This paper presents a consensus-based stochastic subgradient algorithm for multi-agent networks to minimise multiple convex but not necessarily differential objective functions, subject…”
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An entropy-like proximal algorithm and the exponential multiplier method for convex symmetric cone programming Autor Chen, Jein-Shan, Pan, Shaohua

“…We introduce an entropy-like proximal algorithm for the problem of minimizing a closed proper convex function subject to symmetric cone constraints…”
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Nonsmooth Resource Allocation of Multiagent Systems With Disturbances: A Proximal Approach Autor Zhu, Yanan, Wen, Guanghui, Yu, Wenwu, Yu, Xinghuo

“… To solve such a challenging resource allocation problem, a new kind of continuous-time proximal algorithm is designed with the aid of convex optimization theory and the internal-model…”
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Splitting proximal with penalization schemes for additive convex hierarchical minimization problems Autor Nimana, Nimit, Petrot, Narin

“…We consider a splitting proximal algorithm with penalization for minimizing a finite sum of proper, convex and lower semicontinuous functions subject to the set of minimizers of another proper, convex…”
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An Inertial Proximal Algorithm with Dry Friction: Finite Convergence Results Autor Baji, Bruno, Cabot, Alexandre

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An Efficient Waveform Design Method with Spectral Coexistence and Pulse-like Autocorrelation Function Autor Zhang, Cui, Pei, Jifang, Zhang, Yujie, Zhang, Yin, Huo, Weibo, Huang, Yulin, Yang, Jianyu

“… First, we construct the joint optimization problem as a stopband minimization problem subject to energy spectral density (ESD…”
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Geometrical interpretation of the predictor-corrector type algorithms in structured optimization problems Autor Daniilidis, Aris, Hare, Warren, Malick, Jérôme

“…It has been observed that in many optimization problems, nonsmooth objective functions often appear smooth on naturally arising manifolds. This has led to the…”
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A Fully Distributed Coordination of Electric Vehicles for Electric Load Management Autor Sarkhosh, Mohammad, Fattahi, Abbas

“… This paper proposes a modified distributed dual-proximal algorithm (MDDPA) to solve EVs scheduling problem at each individual grid node using a fully distributed architecture model…”
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An entropy-like proximal algorithm andtheexponential multiplier method for convex symmetric cone programming Autor Chen, Jein-Shan, Pan, Shaohua

“…We introduce an entropy-like proximal algorithm for the problem of minimizing a closed proper convex function subject to symmetric cone constraints…”
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Wasserstein Proximal Algorithms for the Schrödinger Bridge Problem: Density Control With Nonlinear Drift Autor Caluya, Kenneth F., Halder, Abhishek

“…) to another over a finite-time horizon, subject to a controlled stochastic differential evolution of the state vector…”
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Distributed Proximal Algorithms for Multiagent Optimization With Coupled Inequality Constraints Autor Li, Xiuxian, Feng, Gang, Xie, Lihua

“… functions subject to a feasible set constraint and coupled inequality constraints whose information is only partially accessible to each agent…”
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Adaptive proximal algorithms for convex optimization under local Lipschitz continuity of the gradient Autor Puya Latafat, Andreas Themelis, Lorenzo Stella, Panagiotis Patrinos

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Stagewise Training With Exponentially Growing Training Sets Autor Gu, Bin, AlQuabeh, Hilal, de Vazelhes, William, Huo, Zhouyuan, Huang, Heng

“… However, the possibility of further accelerating the training process of various optimization algorithms remains an unresolved subject…”
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Verification of first-order methods for parametric quadratic optimization Autor Ranjan, Vinit, Stellato, Bartolomeo

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Approximate iterations in Bregman-function-based proximal algorithms Autor Eckstein, Jonathan

“… Subjects to these practically enforceable accuracy restrictions, convergence is obtained under the same conditions currently established for exact Bregman-function…”
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