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Interactions Between Computational Intelligence and Mathematics

Autor: László T Kóczy, Jesús Medina Moreno

Jazyk:

Väzba: Pevná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa v malom množstve

Odosielame za 13-18 dní

105.95 €

This book presents recent research in the field of interaction between computational intelligence an...

Informácie o knihe

Autor

László T Kóczy, Jesús Medina Moreno

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2018

Stránok

119

EAN

9783319746807

ISBN

3319746804

Enbook ID

18709647

Vydavateľ

Springer International Publishing AG

Hmotnosť

367

Rozmery

155 x 235 x 12

Kompletný popis

This book presents recent research in the field of interaction between computational intelligence and mathematics, ranging from theory to applications. Computational intelligence, or soft computing consists of various bio-inspired methods, especially fuzzy systems, artificial neural networks, evolutionary and memetic algorithms. These research areas were initiated by professionals in various applied fields, such as engineers, economists, and financial and medical experts. Although computational intelligence offered solutions (at least quasi-optimal solutions) for problems with high complexity, vague and undeterministic features, initially little attention was paid to the mathematical models and analysis of the methods successfully applied. A typical example is the extremely successful Mamdani-algorithm, and its modifications and extensions, applied since the mid-1970s, where the first analysis of the simplest cases, showing why this algorithm was so efficient and stable, was not given until the early 1990s. Since the mid-2000s, the authors have organized international conferences annually to focus on the mathematical methodological issues in connection with computational intelligence approaches. These conferences have attracted a large number of submissions with a wide scope of topics and quality. The editors selected several high-quality papers and approached the authors to submit an essentially extended and improved book chapter based on the lectures. This volume is the first contributed book on the subject.

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