Search Results - Randomized approximation algorithms
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1
Randomized Milstein algorithm for approximation of solutions of jump–diffusion SDEs
ISSN: 0377-0427Published: 01.04.2024Published in Journal of computational and applied mathematics (01.04.2024)Get full text
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Computational drug repositioning using low-rank matrix approximation and randomized algorithms
ISSN: 1367-4803, 1367-4811, 1460-2059, 1367-4811Published: England Oxford University Press 01.06.2018Published in Bioinformatics (01.06.2018)“… Under this assumption, the matrix completion algorithm fills out the unknown…”
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Randomized approximation algorithms for monotone k-submodular function maximization with constraints
ISSN: 1382-6905, 1573-2886Published: New York Springer US 01.05.2025Published in Journal of combinatorial optimization (01.05.2025)“… or detection efficiency. This paper first proposes two randomized algorithms aimed at improving the approximation ratio for maximizing monotone k -submodular functions under matroid constraints and individual size constraints…”
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Randomized approximation algorithms for planar visibility counting problem
ISSN: 0304-3975, 1879-2294Published: Elsevier B.V 10.01.2018Published in Theoretical computer science (10.01.2018)“… Gudmundsson and Morin (2010) [10] proposed a 2-approximation algorithm for this problem with a tradeoff between the space and the query time. For any constant 0≤α…”
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Erratum to “An improved randomized approximation algorithm for maximum triangle packing” [Discrete Appl. Math. 157 (2009) 1640–1646]
ISSN: 0166-218X, 1872-6771Published: Elsevier B.V 01.05.2010Published in Discrete Applied Mathematics (01.05.2010)Get full text
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Randomized algorithms for the computation of multilinear rank-(μ1,μ2,μ3) approximations
ISSN: 0925-5001, 1573-2916Published: New York Springer US 01.11.2023Published in Journal of global optimization (01.11.2023)“…We present some randomized algorithms for computing multilinear rank- ( μ 1 , μ 2 , μ 3 ) approximations of tensors by combining the sparse subspace embedding and the singular value decomposition…”
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A randomized approximation algorithm for metric triangle packing
ISSN: 1382-6905, 1573-2886Published: New York Springer US 01.01.2021Published in Journal of combinatorial optimization (01.01.2021)“… Our algorithm is randomized and achieves an expected approximation ratio of 0.66768 - ϵ for any constant ϵ > 0 …”
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A parallel randomized approximation algorithm for non-preemptive single machine scheduling with release dates and delivery times
ISSN: 0305-0548, 1873-765X, 0305-0548Published: New York Elsevier Ltd 01.06.2021Published in Computers & operations research (01.06.2021)“…•A new a parallel randomized approximation algorithm for the non-preemptive single machine scheduling problem with release dates and delivery times…”
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A randomized approximation algorithm for the minimal-norm static-output-feedback problem
ISSN: 0005-1098, 1873-2836Published: Elsevier Ltd 01.01.2016Published in Automatica (Oxford) (01.01.2016)“…A new randomized algorithm is suggested, for extracting static-output-stabilizing-feedbacks, with approximately minimal-norm, for LTI systems…”
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A linear time randomized approximation algorithm for Euclidean matching
ISSN: 0920-8542, 1573-0484Published: New York Springer US 01.05.2019Published in The Journal of supercomputing (01.05.2019)“… We propose a simple randomized approximation algorithm based on the geometrical aspect of the problem with O ( n ) expected time…”
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Randomized algorithms for the approximations of Tucker and the tensor train decompositions
ISSN: 1019-7168, 1572-9044Published: New York Springer US 05.02.2019Published in Advances in computational mathematics (05.02.2019)“… We give an adaptive randomized algorithm for the computation of a low multilinear rank approximation of the tensors with unknown multilinear rank and analyze its probabilistic error bound under certain assumptions…”
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12
A fast randomized algorithm for the approximation of matrices
ISSN: 1063-5203, 1096-603XPublished: Elsevier Inc 01.11.2008Published in Applied and computational harmonic analysis (01.11.2008)“…We introduce a randomized procedure that, given an m × n matrix A and a positive integer k, approximates A with a matrix Z of rank k…”
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A randomised approximation algorithm for the hitting set problem
ISSN: 0304-3975, 1879-2294, 1879-2294Published: Elsevier B.V 23.10.2014Published in Theoretical computer science (23.10.2014)“… The hitting set problem is to find a hitting set of minimum cardinality. It is known that an approximation ratio of l can be achieved easily…”
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14
Randomized algorithms for the low-rank approximation of matrices
ISSN: 1091-6490, 1091-6490Published: United States 18.12.2007Published in Proceedings of the National Academy of Sciences - PNAS (18.12.2007)“…We describe two recently proposed randomized algorithms for the construction of low-rank approximations to matrices, and demonstrate their application (inter alia…”
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15
An improved randomized approximation algorithm for maximum triangle packing
ISSN: 0166-218X, 1872-6771Published: Kidlington Elsevier B.V 06.04.2009Published in Discrete Applied Mathematics (06.04.2009)“…This paper deals with the maximum triangle packing problem. For this problem, Hassin and Rubinstein gave a randomized polynomial-time approximation algorithm…”
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Subspace-orbit randomized algorithms for low rank approximations of third-order tensors in t-product format
ISSN: 0031-3203Published: Elsevier Ltd 01.02.2026Published in Pattern recognition (01.02.2026)“… Given a truncated term K, we derive randomized algorithms for approximating the K-term t-SVD, which is called as the subspace-orbit randomized t-SVD (sort-SVD…”
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A randomized approximation algorithm for computing bucket orders
ISSN: 0020-0190, 1872-6119Published: Amsterdam Elsevier B.V 16.03.2009Published in Information processing letters (16.03.2009)“…We show that a simple randomized algorithm has an expected constant factor approximation guarantee for fitting bucket orders to a set of pairwise preferences…”
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Randomized approximation algorithms for set multicover problems with applications to reverse engineering of protein and gene networks
ISSN: 0166-218X, 1872-6771Published: Elsevier B.V 01.04.2007Published in Discrete Applied Mathematics (01.04.2007)“… An important special case for our application is the case in which k = n - 1 . • We observe that the standard greedy algorithm produces an approximation ratio of Ω ( log n ) even if k is “large” i.e k…”
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An SDP randomized approximation algorithm for max hypergraph cut with limited unbalance
ISSN: 1674-7283, 1869-1862Published: Heidelberg Science China Press 01.12.2014Published in Science China. Mathematics (01.12.2014)“…), Max Set Splitting, Max Ek-Set Splitting and Max Hypergraph Bisection. By generalizing several earlier ideas, we present an SDP randomized approximation algorithm…”
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Approximation Algorithms for Online User Association in Multi-Tier Multi-Cell Mobile Networks
ISSN: 1063-6692, 1558-2566Published: New York IEEE 01.08.2017Published in IEEE/ACM transactions on networking (01.08.2017)“… Most previous analytical work is focused on designing static user-cell association algorithms, which, to achieve optimality, are periodically applied whenever there are new user arrivals, thus…”
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