Computer Simulation

Multidimensional Data Visualization: Methods and by Gintautas Dzemyda,Olga Kurasova,Julius Žilinskas

By Gintautas Dzemyda,Olga Kurasova,Julius Žilinskas

This e-book highlights fresh advancements in multidimensional facts visualization, presenting both new methods and modifications on classic techniques. Throughout the book, numerous  applications of multidimensional information visualization are offered together with its uses in social sciences (economy, schooling, politics, psychology), environmetrics, and medicine (ophthalmology, recreation medication, pharmacology, sleep medicine).The booklet presents contemporary learn ends up in optimization-based visualization. Evolutionary algorithms and a two-level optimization strategy, in line with 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 enhance the capabilies of artificial neural networks (self-organizing maps, feed-forward networks) is also discussed.The book includes over a hundred detailed images providing examples of the many different visualization strategies that the ebook presents.This publication is meant for scientists and researchers in any box of study where advanced and multidimensional data has to be represented visually.

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