Výsledky vyhledávání - Abstract approximation theory (approximation in formed linear spaces and other abstract spaces)

Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization Autor Deng, Qi, Kang, Qi, Zhang, Liang, Zhou, MengChu, An, Jing

“… It introduces three new objective vector generation methods and uses a linear mapping method to tightly connect objective space and decision one to jointly determine new-generation solutions…”
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A Novel Approach to Polynomial Approximation in Multidimensional Cylindrical Domains via Generalized Kronecker Product Bases Autor Zayed, Mohra

“…The Kronecker product has been commonly seen in various scientific fields to formulate higher-dimensional spaces from lower-dimensional ones…”
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Linear theory of the current sheet shear instability Autor Fujimoto, Keizo, Sydora, Richard D.

“…The present study investigates the linear properties of the current sheet shear instability (CSSI) based on the two‐fluid equations…”
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Hybrid simplicial-randomized approximate stochastic dynamic programming for multireservoir optimization Autor Zephyr, Luckny, Lamond, Bernard F., Lang, Pascal

“… between a lower and an upper bounds (error bound). Unlike the previous approach in which the state space is exhaustively partitioned into full dimensional simplices whose vertices formed a discrete grid over which the value function was approximated…”
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The Convex Geometry of Linear Inverse Problems Autor Chandrasekaran, Venkat, Recht, Benjamin, Parrilo, Pablo A., Willsky, Alan S.

“… This paper provides a general framework to convert notions of simplicity into convex penalty functions, resulting in convex optimization solutions to linear, underdetermined inverse problems…”
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Algebraic Number Precoding for Space-Time Block Codes Autor Zhihong Hong, Ke Liu, Boston, N., Sayeed, A.M.

“…We propose a space-time block coding framework based on linear precoding. The codes for P transmit antennas are formed by transmitting the information vector…”
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Regularization techniques and suboptimal solutions to optimization problems in learning from data Autor Gnecco, Giorgio, Sanguineti, Marcello

“… for. Rates of approximate optimization are estimated for sequences of suboptimal solutions formed by linear combinations of n-tuples of computational units, and statistical learning bounds are derived…”
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Frequency Beamforming-Enhanced DBIM for Limited-Aperture Quantitative Imaging Autor Ziegler, Scott J., Burfeindt, Matthew J.

“… However, it is more challenging to reliably produce high-fidelity imagery when the aperture formed by the sensors does not fully surround the region of interest and when data is collected over a narrow bandwidth…”
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Analysis of space–time discontinuous Galerkin method for nonlinear convection–diffusion problems Autor Feistauer, Miloslav, Kučera, Václav, Najzar, Karel, Prokopová, Jaroslava

“…The paper presents the theory of the discontinuous Galerkin finite element method for the space…”
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Pareto navigator for interactive nonlinear multiobjective optimization Autor Eskelinen, Petri, Miettinen, Kaisa, Klamroth, Kathrin, Hakanen, Jussi

“… In the method, first a polyhedral approximation of the Pareto optimal set is formed in the objective function space using a relatively small set of Pareto optimal solutions representing the Pareto optimal set…”
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POLARIZED PARTIAL FREQUENCY REDISTRIBUTION IN SUBORDINATE LINES. II. SOLUTION OF THE TRANSFER EQUATION WITH RAYLEIGH SCATTERING Autor Nagendra, K. N., Sampoorna, M.

“… The linear polarization profiles of subordinate lines formed in non-magnetic (Rayleigh) scattering atmospheres are discussed…”
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Stability analysis of apsidal alignment in double-averaged restricted elliptic three-body problem Autor Neishtadt, Anatoly, Sheng, Kaicheng, Sidorenko, Vladislav

“… We show that they are stable in the linear approximation. The Arnold–Moser stability theorem provides sufficient conditions under which this means stability in a nonlinear sense too. These conditions are violated for parameters of the problem that belong to a set formed by a finite number of analytic curves in the parameters’ plane. As it turned out, in the system under consideration, violation of these conditions in some cases actually leads to an instability…”
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Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification Autor Iosifidis, Alexandros, Gabbouj, Moncef

“…In this paper, a novel approximate solution of the criterion used in non-linear class-specific discriminant subspace learning is proposed…”
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Two-Mode Hereditary Model of Solar Dynamo Autor Kazakov, Evgeny, Vodinchar, Gleb, Tverdyi, Dmitrii

“…The magnetic field of the Sun is formed by the mechanism of hydromagnetic dynamo…”
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An optimal whitening approach to linear multiuser detection Autor Eldar, Y.C., Chan, A.M.

“… In the first, the receiver consists of a decorrelator demodulator followed by an optimal whitening transformation on a space formed by the signatures…”
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The interaction between gravity waves and solar tides: Results from 4-D ray tracing coupled to a linear tidal model Autor Ribstein, B., Achatz, U., Senf, F.

“… The ray tracer model uses a variant of Wentzel‐Kramers‐Brillouin (WKB) theory where a spectral description in position wave number space is helping to avoid numerical instabilities otherwise likely to occur in caustic‐like situations…”
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A compact f-f model of high-dimensional piecewise-linear function over a degenerate intersection Autor Chengtao Wen, Shuning Wang, Feng Li, Khan, M.J.

“…A novel f-f model is developed constructively which can express any n-dimensional piecewise linear (PWL…”
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Bias-variance trade-off for prequential model list selection Autor Fokoue, Ernest, Clarke, Bertrand

“…The prequential approach to statistics leads naturally to model list selection because the sequential reformulation of the problem is a guided search over model lists drawn from a model space…”
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Application of partition-based median type filters for suppressing noise in images Autor Chen, Tao, Wu, Hong Ren

“… (center weighted median) filters with variable center weights. The estimate at each location is formed as a linear combination of the outputs of those CWM filters and the current pixel value…”
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Optimized Discriminative Kernel for SVM Scoring and Its Application to Speaker Verification Autor Zhang, Shi-Xiong, Mak, Man-Wai

“…) formed by stacking the mean vectors of Gaussian mixture models corresponding to the test patterns, the target model, and the background model…”
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