Skip to product information
Multidimensional Data Visualization

Multidimensional Data Visualization Methods and Applications

Sale price  $49.49 Regular price  $54.99

Reliable shipping

Flexible returns

Springer Optimization and Its Applications

Multidimensional Data Visualization

Methods and Applications

Gintautas Dzemyda | Olga Kurasova | Julius Žilinskas

Mathematics / Optimization

This book highlights recent developments in multidimensional data visualization, presenting both new methods and modifications on classic techniques. Throughout the book, various  applications of multidimensional data visualization are presented including its uses in social sciences (economy, education, politics, psychology), environmetrics, and medicine (ophthalmology, sport medicine, pharmacology, sleep medicine).

The book provides recent research results in optimization-based visualization. Evolutionary algorithms and a two-level optimization method, based on combinatorial optimization and quadratic programming, are analyzed in detail. The performance of these algorithms and the development of parallel versions are discussed.

The utilization of new visualization techniques to improve the capabilies of artificial neural networks (self-organizing maps, feed-forward networks) is also discussed.

The book includes over 100 detailed images presenting examples of the many different visualization techniques that the book presents.

This book is intended for scientists and researchers in any field of study where complex and multidimensional data must be represented visually.


Publication Date: 13 December 2014
Publisher: Springer New York
Imprint: Springer
ISBN-13: 9781489990006
Format: Paperback / softback
Page Count: 252

You may also like