Suchergebnisse - "distributed gradient algorithm"
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Target Localization Using Rss Measurements in Wireless Sensor Networks
Veröffentlicht: ProQuest Dissertations & Theses 01.01.2018“… The subject of this thesis is the development of localization algorithms for target localization in wireless sensor networks using received signal strength (RSS …”
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Dissertation -
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Iterative Distributed MPC for Power Dispatching Problem in Smart Grid
Veröffentlicht: IEEE 01.11.2018Veröffentlicht in 2018 Chinese Automation Congress (CAC) (01.11.2018)“… To maximize the social benefit, we first develop a distributed gradient algorithm to compute the optimal stable states …”
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Tagungsbericht -
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Fast Distributed Gradient Methods
ISSN: 0018-9286, 1558-2523Veröffentlicht: New York IEEE 01.05.2014Veröffentlicht in IEEE transactions on automatic control (01.05.2014)“… We propose two fast distributed gradient algorithms based on the centralized Nesterov gradient algorithm and establish their convergence rates in terms of the per-node communications K and the per …”
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Journal Article -
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A consensus algorithm based on multi-agent system with state noise and gradient disturbance for distributed convex optimization
ISSN: 0925-2312, 1872-8286Veröffentlicht: Elsevier B.V 28.01.2023Veröffentlicht in Neurocomputing (Amsterdam) (28.01.2023)“… and an auxiliary parameter. In contrast to some existing constrained distributed gradient algorithms, the proposed one can make the convergence faster and enhance the performance of convergence. The proposed algorithm is illustrated with two simulation examples to show its effectiveness and robustness …”
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Journal Article -
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An Accelerated Distributed Gradient-Based Algorithm for Constrained Optimization With Application to Economic Dispatch in a Large-Scale Power System
ISSN: 2168-2216, 2168-2232Veröffentlicht: New York IEEE 01.04.2021Veröffentlicht in IEEE transactions on systems, man, and cybernetics. Systems (01.04.2021)“… of conventional distributed gradient algorithms. Sufficient conditions for the stepsizes and the acceleration gains are derived to ensure the convergence of the proposed algorithm …”
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Journal Article -
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Distributed Optimization: Algorithms and Convergence Rates
ISBN: 9781303436543, 130343654XVeröffentlicht: ProQuest Dissertations & Theses 01.01.2013“… This thesis develops and analyzes distributed algorithms for convex optimization in networks, when nodes cooperatively minimize the sum of their locally known costs subject to a global variable of common interest …”
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Dissertation -
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Fast Distributed Gradient Methods
ISSN: 2331-8422Veröffentlicht: Ithaca Cornell University Library, arXiv.org 13.04.2014Veröffentlicht in arXiv.org (13.04.2014)“… We propose two fast distributed gradient algorithms based on the centralized Nesterov gradient algorithm and establish their convergence rates in terms of the per-node communications \(\mathcal{K …”
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