Results 11 to 20 of about 10,165 (102)
Radio Electronics, Computer Science, Control, 2022 Context. The pairwise comparison method is a component of several decision support methodologies such as the analytic hierarchy and network processes (AHP, ANP), PROMETHEE, TOPSIS and other. This method results in the weight vector of elements of decision-making model and is based on inversely symmetrical pairwise comparison matrices. The evaluation of
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Interval State Estimator Design Using the Observability Matrix for Multiple Input Multiple Output Linear Time-Varying Discrete-Time Systems [PDF]
IEEE Access, 2019 In this paper, a novel numerical scheme to set-membership interval state estimator design is proposed for the multiple-input-multiple-output (MIMO) linear time-varying (LTV) discrete-time systems using systems observability matrix and its past input/output values. The proposed method is more simple and efficient.
Awais Khan, Wei Xie
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GPU-Based Lossless Compression of Aurora Spectral Data using Online DPCM
Remote Sensing, 2019 It is well known that aurorae have very high research value, but the data volume of aurora spectral data is very large, which brings great challenges to storage and transmission.
Jiaojiao Li, Jiaji Wu, Gwanggil Jeon
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Fast algorithms for floating-point interval matrix multiplication
Journal of Computational and Applied Mathematics, 2012 Three fast algorithms for computing a verified product of interval matrices are presented and compared.
Ozaki, Katsuhisa +3 more
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Accelerating interval matrix multiplication by mixed precision arithmetic
Nonlinear Theory and Its Applications, IEICE, 2015 This paper is concerned with real interval arithmetic. We focus on interval matrix multiplication. Well-known algorithms for this purpose require the evaluation of several point matrix products to compute one interval matrix product. In order to save computing time we propose a method that modifies such known algorithm by partially using low-precision ...
Ozaki, Katsuhisa +3 more
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Journal of Computational and Applied Mathematics, 2011 The authors consider the interval linear matrix equation \({\mathbf A}X={\mathbf B}\), where \({\mathbf A}\) and \({\mathbf B}\) are given interval matrices of dimension \(m\times m\) and \(m\times n\), respectively. The solution of this equation is defined as a particular subset of the so-called united solution set \[ \Xi_{\exists\exists}'({\mathbf A},
Hashemi, Behnam, Dehghan, Mehdi
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Efficient Implementation of Interval Matrix Multiplication [PDF]
, 2012 The straightforward implementation of interval matrix product suf- fers from poor efficiency, far from the performances of highly optimized floating-point implementations. In this paper, we show how to reduce the interval matrix multiplication to 9 floating-point matrix products - for performance issues - without sacrificing the quality of the result ...
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UniHENN: Designing Faster and More Versatile Homomorphic Encryption-Based CNNs Without im2col
IEEE AccessHomomorphic encryption (HE) enables privacy-preserving deep learning by allowing computations on encrypted data without decryption. However, deploying convolutional neural networks (CNNs) with HE is challenging due to the need to convert input data into ...
Hyunmin Choi +6 more
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Parallel Implementation of Interval Matrix Multiplication
, 2013 Two main and not necessarily compatible objectives when implementing the product of two dense matrices with interval coefficients are accuracy and efficiency. In this work, we focus on an implementation on multicore architectures. One direction successfully explored to gain performance in execution time is the representation of intervals by their ...
Revol, Nathalie, Théveny, Philippe
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Tradeoffs between Accuracy and Efficiency for Optimized and Parallel Interval Matrix Multiplication
, 2012 L'arithmétique par intervalles et une arithmétique sur les ensembles. Pour pouvoir l'implanter, il faut détailler d'une part la représentation choisie pour les intervalles et d'autre part les formules, dépendant de cette représentation, pour les opérations arithmétiques.
Nguyen, Hong Diep +2 more
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