Graph Partitioning and Graph Clustering: 10th Dimacs Implementation Challenge Workshop February 13-14, 2012 Georgia Institute of Technology Atlanta, Ga (Contemporary Mathematics) - Softcover

Softcover

ISBN 10: 0821890387 ISBN 13: 9780821890387

Publisher: American Mathematical Society, 2013

Synopsis

Graph partitioning and graph clustering are ubiquitous subtasks in many applications where graphs play an important role. Generally speaking, both techniques aim at the identification of vertex subsets with many internal and few external edges. To name only a few, problems addressed by graph partitioning and graph clustering algorithms are:

• li>What are the communities within an (online) social network?
• How do I speed up a numerical simulation by mapping it efficiently onto a parallel computer?
• How must components be organised on a computer chip such that they can communicate efficiently with each other?
• What are the segments of a digital image?
• Which functions are certain genes (most likely) responsible for?
• The 10th DIMACS Implementation Challenge Workshop was devoted to determining realistic performance of algorithms where worst case analysis is overly pessimistic and probabilistic models are too unrealistic. Articles in the volume describe and analyse various experimental data with the goal of getting insight into realistic algorithm performance in situations where analysis fails. This book is published in cooperation with the Center for Discrete Mathematics and Theoretical Computer Science.

About this title

About the Author

David A. Bader, Georgia Institute of Technology, Atlanta, GA, USA.

Henning Meyerhenke, Karlsruhe Institute of Technology, Germany.

Peter Sanders, Karlsruhe Institute of Technology, Germany.

Dorothea Wagner, Karlsruhe Institute of Technology, Germany.

Edition details

• Publisher: American Mathematical Society
• Publication date: 2013
• Language: English
• ISBN 10: 0821890387
• ISBN 13: 9780821890387
• Binding: Paperback
• Number of pages: 240
• Editor: Bader David A., Meyerhenke Henning, Sanders Peter, Wagner Dorothea