Discrete Calculus: Applied Analysis on Graphs for Computational Science

By Leo J. Grady, Jonathan R. Polimeni, Jonathan Polimeni

Book Overview

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

• Format: Paperback
• Language: English
• ISBN: 1447157370
• ISBN13: 9781447157373
• Release Date: October 2014
• Publisher: Springer
• Length: 366 Pages
• Weight: 1.18 lbs.
• Dimensions: 0.8" x 6.1" x 9.2"