By Gintautas Dzemyda

This e-book highlights fresh advancements in multidimensional facts visualization, presenting both new methods and modifications on classic techniques. Throughout the book, quite a few  applications of multidimensional facts visualization are offered together with its uses in social sciences (economy, schooling, politics, psychology), environmetrics, and medicine (ophthalmology, game drugs, pharmacology, sleep medicine).

The publication presents contemporary study ends up in optimization-based visualization. Evolutionary algorithms and a two-level optimization process, in response to combinatorial optimization and quadratic programming, are analyzed intimately. The functionality of these algorithms and the development of parallel versions are discussed.

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

The book includes over a hundred detailed images offering examples of the many different visualization thoughts that the e-book presents.

This publication is meant for scientists and researchers in any box of study where complicated and multidimensional data has to be represented visually.

Show description

Read Online or Download Multidimensional Data Visualization: Methods and Applications (Springer Optimization and Its Applications) PDF

Best Graph Theory books

Fixed Point Theory and Graph Theory: Foundations and Integrative Approaches

Fastened element concept and Graph concept offers an intersection among the theories of mounted element theorems that provide the stipulations less than which maps (single or multivalued) have strategies and graph thought which makes use of mathematical buildings to demonstrate the connection among ordered pairs of items by way of their vertices and directed edges.

Random Geometric Graphs (Oxford Studies in Probability)

This monograph offers and explains the maths in the back of geometric graph thought, which reviews the homes of a graph that includes nodes put in Euclidean house in order that edges might be extra to attach issues which are with reference to each other. for instance, a suite of bushes scattered in a wooded area and the disorder that's handed among them, a suite of nests of animals or birds on a zone and the verbal exchange among them or verbal exchange among communications stations or nerve cells.

Matroid Theory (Oxford Graduate Texts in Mathematics)

* what's the essence of the similarity among linearly self reliant units of columns of a matrix and forests in a graph? * Why does the grasping set of rules produce a spanning tree of minimal weight in a attached graph? * do we attempt in polynomial time even if a matrix is completely unimodular? Matroid concept examines and solutions questions like those.

The Mathematical Coloring Book: Mathematics of Coloring and the Colorful Life of its Creators

This booklet presents a thrilling heritage of the invention of Ramsey conception, and includes new learn in addition to infrequent pictures of the mathematicians who constructed this thought, together with Paul Erdös, B. L. van der Waerden, and Henry Baudet.

Extra resources for Multidimensional Data Visualization: Methods and Applications (Springer Optimization and Its Applications)

Show sample text content

Rated 4.46 of 5 – based on 18 votes