Fast Compact Algorithms and Software for Spline Smoothing (SpringerBriefs in Computer Science) - Tapa blanda

Libro 46 de 322: SpringerBriefs in Computer Science

Weinert, Howard L. L.

 
9781461454953: Fast Compact Algorithms and Software for Spline Smoothing (SpringerBriefs in Computer Science)
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ISBN 10: 1461454956 ISBN 13: 9781461454953
Editorial: Springer, 2012

Sinopsis

Fast Compact Algorithms and Software for Spline Smoothing investigates algorithmic alternatives for computing cubic smoothing splines when the amount of smoothing is determined automatically by minimizing the generalized cross-validation score. These algorithms are based on Cholesky factorization, QR factorization, or the fast Fourier transform. All algorithms are implemented in MATLAB and are compared based on speed, memory use, and accuracy. An overall best algorithm is identified, which allows very large data sets to be processed quickly on a personal computer.

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Reseña del editor

Fast Compact Algorithms and Software for Spline Smoothing investigates algorithmic alternatives for computing cubic smoothing splines when the amount of smoothing is determined automatically by minimizing the generalized cross-validation score. These algorithms are based on Cholesky factorization, QR factorization, or the fast Fourier transform. All algorithms are implemented in MATLAB and are compared based on speed, memory use, and accuracy. An overall best algorithm is identified, which allows very large data sets to be processed quickly on a personal computer.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2012
Idioma
Inglés
ISBN 10 
1461454956
ISBN 13 
9781461454953
Encuadernación
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Número de páginas
56
Contacto del fabricante
no disponible
Persona responsable
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Hamburg
Alemania

Otras ediciones populares con el mismo título

9781461454977: Fast Compact Algorithms and Software for Spline Smoothing

Edición Destacada

ISBN 10:  1461454972 ISBN 13:  9781461454977
Editorial: Springer, 2012
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