Computational Intelligence in Automotive Applications

Name: Computational Intelligence in Automotive Applications
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783540792567
Price: 150.0 EUR
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Autor: Danil Prokhorov

Jazyk:

Väzba: Pevná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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What is computational intelligence (CI)? Traditionally, CI is understood as a collection of methods...

Informácie o knihe

Autor

Danil Prokhorov

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2008

Stránok

365

EAN

9783540792567

ISBN

3540792562

Enbook ID

01570184

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

826

Rozmery

165 x 244 x 27

Kompletný popis

What is computational intelligence (CI)? Traditionally, CI is understood as a collection of methods from the ?elds of neural networks (NN), fuzzy logic and evolutionary computation. Various de?nitions and opinions exist, but what belongs to CI is still being debated; see, e.g., [1 3]. More recently there has been a proposal to de?ne the CI not in terms of the tools but in terms of challenging problems to be solved [4]. With this edited volume I have made an attempt to give a representative sample of contemporary CI activities in automotive applications to illustrate the state of the art. While CI researchand achievements in some specialized ?elds described (see, e.g., [5, 6]), this is the ?rst volume of its kind dedicated to automotive technology. As if re?ecting the general lack of consensus on what constitutes the ?eld of CI, this volume 1 illustrates automotive applications of not only neural and fuzzy computations which are considered to be the standard CI topics, but also others, such as decision trees, graphicalmodels, Support Vector Machines (SVM), multi-agent systems, etc. This book is neither an introductory text, nor a comprehensive overview of all CI research in this area. Hopefully, as a broad and representative sample of CI activities in automotive applications, it will be worth reading for both professionals and students. When the details appear insu?cient, the reader is encouraged to consult other relevant sources provided by the chapter authors.

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