Discrete Calculus: Applied Analysis on Graphs for Computational Science
Author:   Leo J. Grady ,  Jonathan R. Polimeni
Publisher:   Springer London Ltd
Edition:   2010 ed.
ISBN:  

9781447157373


Pages:   366
Publication Date:   09 October 2014
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Discrete Calculus: Applied Analysis on Graphs for Computational Science


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Author:   Leo J. Grady ,  Jonathan R. Polimeni
Publisher:   Springer London Ltd
Imprint:   Springer London Ltd
Edition:   2010 ed.
Dimensions:   Width: 15.50cm , Height: 2.00cm , Length: 23.50cm
Weight:   0.587kg
ISBN:  

9781447157373


ISBN 10:   1447157370
Pages:   366
Publication Date:   09 October 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Discrete Calculus: History and Future Part I: A Brief Review of Discrete Calculus Introduction to Discrete Calculus Circuit Theory and Other Discrete Physical Models Part II: Applications of Discrete Calculus Building a Weighted Complex from Data Filtering on Graphs Clustering and Segmentation Manifold Learning and Ranking Measuring Networks Representation and Storage of a Graph and Complex Optimization The Hodge Theorem: A Generalization of the Helmholtz Decomposition

Reviews

From the reviews: The book introduces some best practices and advanced techniques in the field of discrete calculus. The articles are written by a team of experts in the field and are aimed at scientists and engineers. The book shows how the theory can be applied to solving a wide variety of real-world problems. ... All the examples are well described and illustrated with source code and screen shots. I recommend this book to anyone interested in discrete calculus and its application. (Todor Jordanov Todorov, Mathematical Reviews, Issue 2012 d) This book illustrates the concepts of discrete calculus with examples in circuit theory, chosen because of its natural connection to algebraic topology and maturity. ... this is a unique book that brings together research in complex networks and algorithm content extraction. I have no doubt that the book will be a valuable addition to the libraries of many researchers and graduate students working in the areas of complex networks, graphics, and algorithm design. (Alexander Tzanov, ACM Computing Reviews, July, 2011)


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