Cargando…
Discrete Calculus Applied Analysis on Graphs for Computational Science /
The field of discrete calculus, also known as "discrete exterior calculus", focuses on finding a proper set of definitions and differential operators that make it possible to operate the machinery of multivariate calculus on a finite, discrete space. In contrast to traditional goals of fin...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
London :
Springer London : Imprint: Springer,
2010.
|
| Edición: | 1st ed. 2010. |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-1-84996-290-2 | ||
| 003 | DE-He213 | ||
| 005 | 20230810163100.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 130727s2010 xxk| s |||| 0|eng d | ||
| 020 | |a 9781849962902 |9 978-1-84996-290-2 | ||
| 024 | 7 | |a 10.1007/978-1-84996-290-2 |2 doi | |
| 050 | 4 | |a TA1634 | |
| 072 | 7 | |a UYQV |2 bicssc | |
| 072 | 7 | |a COM012000 |2 bisacsh | |
| 072 | 7 | |a UYQV |2 thema | |
| 082 | 0 | 4 | |a 006.37 |2 23 |
| 100 | 1 | |a Grady, Leo J. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Discrete Calculus |h [electronic resource] : |b Applied Analysis on Graphs for Computational Science / |c by Leo J. Grady, Jonathan R. Polimeni. |
| 250 | |a 1st ed. 2010. | ||
| 264 | 1 | |a London : |b Springer London : |b Imprint: Springer, |c 2010. | |
| 300 | |a XVI, 366 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 505 | 0 | |a Discrete Calculus: History and Future -- Discrete Calculus: History and Future -- A Brief Review of Discrete Calculus -- to Discrete Calculus -- Circuit Theory and Other Discrete Physical Models -- Applications of Discrete Calculus -- Building a Weighted Complex from Data -- Filtering on Graphs -- Clustering and Segmentation -- Manifold Learning and Ranking -- Measuring Networks. | |
| 520 | |a The field of discrete calculus, also known as "discrete exterior calculus", focuses on finding a proper set of definitions and differential operators that make it possible to operate the machinery of multivariate calculus on a finite, discrete space. In contrast to traditional goals of finding an accurate discretization of conventional multivariate calculus, discrete calculus establishes a separate, equivalent calculus that operates purely in the discrete space without any reference to an underlying continuous process. This unique text brings together into a single framework current research in the three areas of discrete calculus, complex networks, and algorithmic content extraction. Although there have been a few intersections in the literature between these disciplines, they have developed largely independently of one another, yet researchers working in any one of these three areas can strongly benefit from the tools and techniques being used in the others. Many example applications from several fields of computational science are provided to demonstrate the usefulness of this framework to a broad range of problems. Readers are assumed to be familiar with the basics of vector calculus, graph theory, and linear algebra. Topics and features: Presents a thorough review of discrete calculus, with a focus on key concepts required for successful application Unifies many standard image processing algorithms into a common framework for viewing a wide variety of standard algorithms in filtering, clustering, and manifold learning that may be applied to processing data associated with a graph or network Explains how discrete calculus provides a natural definition of "low-frequency" on a graph, which then yields filtering and denoising algorithms Discusses how filtering algorithms can give rise to clustering algorithms, which can be used to develop manifold learning and data discovery methods Examines ranking algorithms, as well as algorithms for analyzing the structure of a network Graduate students and researchers interested in discrete calculus, complex networks, image processing and computer graphics will find this text/reference a clear introduction to the foundations of discrete calculus as well as a useful guide to have readily available for their work. Dr. Leo J. Grady is a Senior Research Scientist with Siemens Corporate Research in Princeton, New Jersey, USA. Dr. Jonathan R. Polimeni is a Research Fellow at the Massachusetts General Hospital in Boston, Massachusetts, USA, and Instructor in Radiology at Harvard Medical School, Boston, Massachusetts, USA. | ||
| 650 | 0 | |a Computer vision. | |
| 650 | 0 | |a Mathematics |x Data processing. | |
| 650 | 0 | |a Mathematical physics. | |
| 650 | 1 | 4 | |a Computer Vision. |
| 650 | 2 | 4 | |a Computational Mathematics and Numerical Analysis. |
| 650 | 2 | 4 | |a Theoretical, Mathematical and Computational Physics. |
| 700 | 1 | |a Polimeni, Jonathan R. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9781849962896 |
| 776 | 0 | 8 | |i Printed edition: |z 9781447157373 |
| 776 | 0 | 8 | |i Printed edition: |z 9781849962919 |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-1-84996-290-2 |z Texto Completo |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||