Search Results - Distributed approximation algorithm
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Performance of a Distributed Stochastic Approximation Algorithm
ISSN: 0018-9448, 1557-9654Published: New York, NY IEEE 01.11.2013Published in IEEE transactions on information theory (01.11.2013)“…In this paper, a distributed stochastic approximation algorithm is studied. Applications of such algorithms include decentralized estimation, optimization, control or computing…”
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Distributed Stochastic Approximation Algorithm With Expanding Truncations
ISSN: 0018-9286, 1558-2523Published: New York IEEE 01.02.2020Published in IEEE transactions on automatic control (01.02.2020)“…In this paper, a novel distributed stochastic approximation algorithm (DSAA) is proposed to seek roots of the sum of local functions, each of which is associated with an agent from multiple agents connected over a network…”
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Consensus of networked nonlinear systems based on the distributed stochastic approximation algorithm
ISSN: 0005-1098, 1873-2836Published: Elsevier Ltd 01.07.2024Published in Automatica (Oxford) (01.07.2024)“… In addition, the communication noise is also under consideration. The purely distributed control algorithm is designed on the basis of distributed stochastic approximation algorithm with expanding truncations (DSAAWET…”
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A distributed stochastic approximation algorithm for stochastic LQ control with unknown uncertainty
ISSN: 0005-1098, 1873-2836Published: Elsevier Ltd 01.05.2023Published in Automatica (Oxford) (01.05.2023)“… We design a distributed stochastic approximation algorithm to tackle the Riccati equation and derive the optimal controller stabilizing the system…”
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Efficient distributed approximation algorithms via probabilistic tree embeddings
ISSN: 0178-2770, 1432-0452Published: Berlin/Heidelberg Springer-Verlag 01.06.2012Published in Distributed computing (01.06.2012)“…We present a uniform approach to design efficient distributed approximation algorithms for various fundamental network optimization problems…”
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A fast distributed approximation algorithm for minimum spanning trees
ISSN: 0178-2770, 1432-0452Published: Berlin/Heidelberg Springer-Verlag 01.04.2008Published in Distributed computing (01.04.2008)“…: there exists graphs in which the running time of our approximation algorithm is exponentially faster than the time-optimal distributed algorithm that computes the MST. Finally, we show that our algorithm can be used to find an approximate MST in wireless networks and in random weighted networks in almost optimal Õ( D ( G )) time…”
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A New Distributed Approximation Algorithm for the Maximum Weight Independent Set Problem
ISSN: 1024-123X, 1563-5147Published: Cairo, Egypt Hindawi Publishing Corporation 01.01.2016Published in Mathematical problems in engineering (01.01.2016)“… This paper studies distributed approximation algorithms for finding MWIS in a general graph…”
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Distributed Local Approximation Algorithms for Maximum Matching in Graphs and Hypergraphs
ISSN: 2575-8454Published: IEEE 01.11.2019Published in Proceedings / annual Symposium on Foundations of Computer Science (01.11.2019)“…We describe approximation algorithms in Linial's classic LOCAL model of distributed computing to find maximum-weight matchings in a hypergraph of rank r…”
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Conference Proceeding -
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Distributed Approximation Algorithms for Spectrum Allocation in Wireless ad Hoc Networks
ISSN: 1383-469X, 1572-8153Published: New York Springer US 01.12.2016Published in Mobile networks and applications (01.12.2016)“… One is a distributed 6 k -approximation algorithm for the spectrum allocation of satisfying any random k ( k ≥ 2…”
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Improved distributed local approximation algorithm for minimum 2-dominating set in planar graphs
ISSN: 0304-3975, 1879-2294Published: Elsevier B.V 01.02.2017Published in Theoretical computer science (01.02.2017)“… We propose a distributed local (constant time) algorithm yielding a 6-approximation in the class of planar graphs…”
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Distributed primal outer approximation algorithm for sparse convex programming with separable structures
ISSN: 0925-5001, 1573-2916Published: New York Springer US 01.07.2023Published in Journal of global optimization (01.07.2023)“…This paper presents the distributed primal outer approximation (DiPOA) algorithm for solving sparse convex programming (SCP…”
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An Introduction to Development of Centralized and Distributed Stochastic Approximation Algorithm with Expanding Truncations
ISSN: 1999-4893, 1999-4893Published: Basel MDPI AG 01.06.2021Published in Algorithms (01.06.2021)“…The stochastic approximation algorithm (SAA), starting from the pioneer work by Robbins and Monro in 1950s, has been successfully applied in systems and control, statistics, machine learning, and so forth…”
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Improved distributed approximation for Steiner tree in the CONGEST model
ISSN: 0743-7315, 1096-0848Published: Elsevier Inc 01.12.2021Published in Journal of parallel and distributed computing (01.12.2021)“…•Improved distributed approximation for Steiner tree.•Approximation algorithms for Steiner tree in the CONGEST model of distributed computing…”
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Approximation Algorithms to Distributed Server Allocation With Preventive Start-Time Optimization Against Server Failure
ISSN: 2576-3156, 2576-3156Published: Piscataway IEEE 01.12.2021Published in IEEE networking letters (01.12.2021)“…This letter proposes two polynomial-time approximation algorithms for the distributed server allocation problem with preventive start-time optimization against a failure…”
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Distributed dynamic stochastic approximation algorithm over time-varying networks
ISSN: 2730-616X, 2730-616XPublished: Singapore Springer Singapore 01.12.2021Published in Autonomous intelligent systems (01.12.2021)“…In this paper, a distributed stochastic approximation algorithm is proposed to track the dynamic root of a sum of time-varying regression functions over a network…”
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Algorithm Design and Approximation Analysis on Distributed Robust Game
ISSN: 1009-6124, 1559-7067Published: Berlin/Heidelberg Springer Berlin Heidelberg 01.04.2023Published in Journal of systems science and complexity (01.04.2023)“…This paper designs a distributed algorithm to seek generalized Nash equilibria of a robust game with uncertain coupled constraints…”
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Distributed Approximation Algorithms for Longest-Lived Multicast in WANETs with Directional Antennas
ISSN: 1536-1276, 1558-2248Published: New York, NY IEEE 01.07.2010Published in IEEE transactions on wireless communications (01.07.2010)“… We use a graph theoretic approach to obtain the upper bound of the approximation ratio for a group of distributed algorithms…”
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A distributed approximation algorithm for the bottleneck connected dominating set problem
ISSN: 1862-4472, 1862-4480Published: Berlin/Heidelberg Springer-Verlag 01.12.2012Published in Optimization letters (01.12.2012)“…Some of the most popular routing protocols for wireless sensor networks require a virtual backbone for efficient communication between the sensors. Connected…”
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Distributed Stochastic Approximation Algorithm for Time-Varying Regression Function Over Network
ISSN: 1934-1768Published: Technical Committee on Control Theory, Chinese Association of Automation 01.07.2018Published in Chinese Control Conference (01.07.2018)“… A distributed stochastic apprximation algorithm is introducted for solving the problem and that the consensus and convergence of the estimates are proved…”
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Conference Proceeding -
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An O(1)-rounds Deterministic Distributed Approximation Algorithm for the Traveling Salesman Problem in Congested Clique
ISSN: 2325-2944Published: IEEE 29.04.2024Published in International Conference on Distributed Computing in Sensor Systems and workshops (Online) (29.04.2024)“… We present a deterministic distributed algorithm that computes a tour for the TSP using O(1) rounds and O(m) messages for a given undirected weighted complete graph of n nodes and m edges with an approximation factor 2 of the optimal…”
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Conference Proceeding