Výsledky vyhledávání - Primal–dual sub-gradient algorithm

Peer-to-peer decentralized energy trading framework for retailers and prosumers Autor Mehdinejad, Mehdi, Shayanfar, Heidarali, Mohammadi-Ivatloo, Behnam

“…The smart grid technology has increased the penetration of distributed energy resources by the development and expansion of communication infrastructures and…”
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Convergence Analysis of a Distributed Optimization Algorithm with a General Unbalanced Directed Communication Network Autor Li, Huaqing, Lu, Qingguo, Huang, Tingwen

“…In this paper, we discuss a class of distributed constrained optimization problems in power systems where the target is to optimize the sum of all agents’…”
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Policy-based Primal-Dual Methods for Concave CMDP with Variance Reduction Autor Ying, Donghao, Guo, Mengzi Amy, Lee, Hyunin, Ding, Yuhao, Lavaei, Javad, Shen, Zuo-Jun Max

“… We propose the Variance-Reduced Primal-Dual Policy Gradient Algorithm (VR-PDPG), which updates the primal variable via policy gradient ascent and the dual variable via projected sub-gradient descent…”
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Distributed Optimal Dispatch of Virtual Power Plant via Limited Communication Autor Yang, Hongming, Yi, Dexin, Zhao, Junhua, Dong, ZhaoYang

“…In this letter, a distributed optimal dispatch method based on the distributed primal-dual sub-gradient algorithm is proposed…”
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Distributed coordination regulation marginal cost control strategy for automatic generation control of interconnected power system Autor Zhang, Lei, Luo, Yi, Ye, Jing, Xiao, Ya-yuan

“…The area-level coordination of regulation capacity by automatic generation control (AGC) is an effective approach to mitigate wind power fluctuations in…”
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Distributed Nonsmooth Optimization With Coupled Inequality Constraints via Modified Lagrangian Function Autor Liang, Shu, Zeng, Xianlin, Hong, Yiguang

“… Then, we construct a distributed continuous-time algorithm by virtue of a projected primal-dual subgradient dynamics…”
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ParaLarPD: Parallel FPGA Router Using Primal-Dual Sub-Gradient Method Autor Agrawal, Rohit, Ahuja, Kapil, Hau Hoo, Chin, Duy Anh Nguyen, Tuan, Kumar, Akash

“…–dual sub-gradient method that better exploits the problem properties. We also propose a better way to update…”
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Data-oriented distributed demand response optimization with global inequality constraints based on multi-agent system Autor Hao, Ran, Lu, Tianguang, Ai, Qian, He, Hongyin

“…•This paper provides rigorous stability proof for the proposed optimization.•D-PPDS algorithm solves the DR optimization with global inequality constrain…”
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Bi-level distributed optimal dispatch of micro gird clusters based on mutual communication Autor Jie Yu, Yiping Jiao, Xiaolong Wang, Ming Ni

“…Micro Gird Cluster (MGC), connecting to the medium or low voltage distribution network, usually contains certain number of Micro Grids, distributed generators,…”
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Policy-based Primal-Dual Methods for Convex Constrained Markov Decision Processes Autor Donghao Ying, Mengzi Amy Guo, Ding, Yuhao, Lavaei, Javad, Zuo-Jun, Max Shen

“… We propose a policy-based primal-dual algorithm that updates the primal variable via policy gradient ascent and updates the dual variable via projected sub-gradient descent…”
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DeP-D: A Decentralized Primal-Dual Optimization Algorithm for Industrial Wireless Sensor Networks Autor Farag, Hossam, Gidlund, Mikael, Osterberg, Patrik

“… In this paper, we propose a decentralized optimization algorithm to minimize the End-to-End (E2E) delay of multi-hop IWSNs…”
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Distributed Regularized Primal-Dual Method: Convergence Analysis and Trade-offs Autor Masoud Badiei Khuzani, Li, Na

“…We study deterministic and stochastic primal-dual sub-gradient algorithms for distributed optimization of a separable objective function with global inequality constraints…”
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Optimization of Social Welfare Based on Two Distinct Decentralized P2P Energy Sharing and Pricing Mechanisms Autor Zan, Jia

“… A distributed primal-dual sub-gradient algorithm enables efficient and fair market clearing while maintaining budget balance and individual rationality…”
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Distributed Gradient Algorithm for Economic Dispatch of Multi-area Power Systems Autor Shao, Shibiao, Gao, Feng, Wu, Jiang, Liu, Ruitong, Yang, Yingxuan, Duan, Fangwei

“… For solving this problem, a modified distributed gradient algorithm is proposed by combining two existing methods…”
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Convergence and optimality of policy gradient primal-dual method for constrained Markov decision processes Autor Ding, Dongsheng, Zhang, Kaiqing, Basar, Tamer, Jovanovic, Mihailo R.

“… The optimal solution of a discounted infinite-horizon optimal control problem is obtained using a Policy Gradient Primal-Dual (PG-PD…”
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Distributed Robust Optimization in Networked System Autor Wang, Shengnan, Li, Chunguang

“… After problem transformation, we adopt the Lagrangian primal-dual method to solve this problem…”
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Convergence and sample complexity of natural policy gradient primal-dual methods for constrained MDPs Autor Ding, Dongsheng, Zhang, Kaiqing, Duan, Jiali, Başar, Tamer, Jovanović, Mihailo R

“…). Specifically, we propose a new Natural Policy Gradient Primal-Dual (NPG-PD) method that updates the primal variable via natural policy gradient ascent and the dual variable via projected sub-gradient descent…”
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Wireless Power Transfer in Relay Systems and Edge Computing Networks Autor Malik, Rafia

“…Far-field wireless power transfer using Radio Frequency (RF) is a promising technology for real-time charging of energy-constrained devices. Despite rigorous…”
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Risk-Sensitive Energy Procurement with Uncertain Wind Autor Madavan, Avinash N., Bose, Subhonmesh

“… We further propose a primal-dual stochastic subgradient based algorithm to solve the energy procurement problem where the dispatch decisions update in each iteration…”
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Randomized Primal-Dual Proximal Block Coordinate Updates Autor Gao, Xiang, Xu, Yangyang, Zhang, Shuzhong

“… The framework includes several existing algorithms as special cases such as a primal-dual method for bilinear saddle-point problems (PD…”
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