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This work introduces new developments in the construction, analysis, and implementation of parallel computing algorithms. This book presents 23 self-contained chapters, including surveys, written by distinguished researchers in the field of parallel computing. Each chapter is devoted to some aspects of the subject: parallel algorithms for matrix computations, parallel optimization, management of parallel programming models and data, with the largest focus on parallel scientific computing in industrial applications.Key features include: construction and analysis of parallel algorithms for linear algebra and optimization problems; different aspects of parallel architectures, including distributed memory computers with multicore processors; a wide range of industrial applications: parallel simulation of flows through oil filters as well as in porous and gas media, jet aerodynamics, heat conduction in electrical cables, nonlinear optics processes in tapered lasers, and molecular and cell dynamics.
519.22 --- Curve fitting --- -Estimation theory --- -Estimating techniques --- Least squares --- Mathematical statistics --- Stochastic processes --- Fitting, Curve --- Numerical analysis --- Smoothing (Numerical analysis) --- Statistics --- 519.22 Statistical theory. Statistical models. Mathematical statistics in general --- Statistical theory. Statistical models. Mathematical statistics in general --- Congresses --- Graphic methods --- Estimation theory --- Industrial engineering --- Parallel algorithms --- Parallel processing (Electronic computers) --- Congresses. --- Mathematics --- Industrial applications --- Numerical approximation theory --- Approximation numérique. --- -Congresses --- Approximation numérique --- Numerical analysis. --- Statistique non paramétrique --- -Fitting, Curve --- Estimating techniques --- Approximation et developpements
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Numerical approximation theory --- Courbes empiriques --- Curve fitting --- Fitting [Curve] --- Spline theory --- Splines [Theorie des ] --- Splines [Theorie van de ] --- 519.65 --- 517.518.8 --- 519.6 --- 681.3*G12 --- 681.3*J6 --- Spline functions --- Approximation theory --- Interpolation --- Fitting, Curve --- Numerical analysis --- Least squares --- Smoothing (Numerical analysis) --- Statistics --- Approximation. Interpolation --- Approximation of functions by polynomials and their generalizations --- Computational mathematics. Numerical analysis. Computer programming --- Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- Computer-aided engineering: computer-aided design; CAD; computer-aided manufacturing; CAM --- Graphic methods --- 681.3*J6 Computer-aided engineering: computer-aided design; CAD; computer-aided manufacturing; CAM --- 681.3*G12 Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- 519.6 Computational mathematics. Numerical analysis. Computer programming --- 517.518.8 Approximation of functions by polynomials and their generalizations --- 519.65 Approximation. Interpolation
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Curve fitting --- Least squares --- #KVIV --- 519.6 --- 681.3*G12 --- 681.3*G4 --- 681.3*G4 Mathematical software: algorithm analysis; certification and testing; efficiency; portability; reliability and robustness; verification --- Mathematical software: algorithm analysis; certification and testing; efficiency; portability; reliability and robustness; verification --- 681.3*G12 Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- 519.6 Computational mathematics. Numerical analysis. Computer programming --- Computational mathematics. Numerical analysis. Computer programming --- Method of least squares --- Squares, Least --- Geodesy --- Mathematical statistics --- Mathematics --- Probabilities --- Triangulation --- Fitting, Curve --- Numerical analysis --- Smoothing (Numerical analysis) --- Statistics --- Data processing --- Graphic methods --- Numerical approximation theory
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Numerical approximation theory --- Computer. Automation --- Mathematical statistics --- Curve fitting --- Least squares --- Multivariate analysis --- Courbes empiriques --- Moindres carrés --- Analyse multivariée --- Data processing --- Informatique --- CURVE FITTING --- data processing --- Operations Research. --- Probability. --- Engineering. --- 517.9 --- wiskunde --- kanstheorie --- statistiek --- combinatieleer --- -Least squares --- -Multivariate analysis --- -#WWIS:IBM/STAT --- 517.518.8 --- 519.6 --- 681.3*G12 --- Multivariate distributions --- Multivariate statistical analysis --- Statistical analysis, Multivariate --- Analysis of variance --- Matrices --- Method of least squares --- Squares, Least --- Geodesy --- Mathematics --- Probabilities --- Triangulation --- Fitting, Curve --- Numerical analysis --- Smoothing (Numerical analysis) --- Statistics --- Engineerings --- Research, Operations --- Decision Theory --- Game Theory --- Information Theory --- Differential equations. Integral equations. Other functional equations. Finite differences. Calculus of variations. Functional analysis --- Approximation of functions by polynomials and their generalizations --- Computational mathematics. Numerical analysis. Computer programming --- Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- Graphic methods --- Engineering --- Operations research --- Probability --- Data processing. --- Operations research. --- 681.3*G12 Approximation: chebyshev; elementary function; least squares; linear approximation; minimax approximation and algorithms; nonlinear and rational approximation; spline and piecewise polynomial approximation (Numerical analysis) --- 519.6 Computational mathematics. Numerical analysis. Computer programming --- 517.518.8 Approximation of functions by polynomials and their generalizations --- 517.9 Differential equations. Integral equations. Other functional equations. Finite differences. Calculus of variations. Functional analysis --- Moindres carrés --- Analyse multivariée --- Operations Research --- #WWIS:IBM/STAT --- Operational Research --- Research, Operational --- Statistique mathématique --- Statistique mathématique --- Analyse factorielle --- Factor analysis --- Statistique mathématique. --- Simulation, Méthodes de --- Curve fitting - Data processing --- Least squares - data processing --- Multivariate analysis - data processing
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