• Produktbild: Computational Intelligence
  • Produktbild: Computational Intelligence

Computational Intelligence A Methodological Introduction

61,99 €

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

08.02.2015

Verlag

Springer London

Seitenzahl

492

Maße (L/B/H)

23,5/15,5/2,8 cm

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-4471-5849-3

Beschreibung

Rezension

From the reviews:

“This book teaches computational intelligence (CI) in a thorough, methodological manner that is theoretically profound and educationally oriented. … this book is well designed for the independent student who wishes to learn the fundamentals of CI without the need for an instructor. The organization and thorough step-by-step methodology makes it an excellent startup guide for someone who wants to learn CI … . This book is targeted at beginners, students, or professionals who wish to understand CI.” (Mario Antoine Aoun, Computing Reviews, February, 2014)

“The book under review is a textbook that features sub-symbolic approaches developed within the field of Artificial Intelligence … . It can be used as a companion book for lectures, with exercises and slides to be found on the book’s website. With its focus on sub-symbolic approaches, it presents a comprehensive and detailled source of information complementary to other commonly used textbooks in Artificial Intelligence that mostly focus on symbolic approaches.” (Jana Köhler, zbMATH, Vol. 1283, 2014)

“The book is a comprehensive treatise on computational intelligence with a focus on the underlying methodology and algorithms. … The reader can enjoy a comprehensive and systematically arranged exposure of the material. … The references following each chapter can serve as a list of introductory readings on the individual areas of computational intelligence. … the reader gains a good sense of computational intelligence as an important endeavor supporting analysis and synthesis of intelligent systems. … a useful compendium of knowledge for a broad audience.” (Witold Pedrycz, Mathematical Reviews, November, 2013)

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

08.02.2015

Verlag

Springer London

Seitenzahl

492

Maße (L/B/H)

23,5/15,5/2,8 cm

Auflage

1. Auflage

Sprache

Englisch

ISBN

978-1-4471-5849-3

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: GPSR Kontakt

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  • Produktbild: Computational Intelligence
  • Produktbild: Computational Intelligence
  • Introduction

    Part I: Neural Networks

    Introduction

    Threshold Logic Units

    General Neural Networks

    Multi-Layer Perceptrons

    Radial Basis Function Networks

    Self-Organizing Maps

    Hopfield Networks

    Recurrent Networks

    Mathematical Remarks

    Part II: Evolutionary Algorithms

    Introduction to Evolutionary Algorithms

    Elements of Evolutionary Algorithms

    Fundamental Evolutionary Algorithms

    Special Applications and Techniques

    Part III: Fuzzy Systems

    Fuzzy Sets and Fuzzy Logic

    The Extension Principle

    Fuzzy Relations

    Similarity Relations

    Fuzzy Control

    Fuzzy Clustering

    Part IV: Bayes Networks

    Introduction to Bayes Networks

    Elements of Probability and Graph Theory

    Decompositions

    Evidence Propagation

    Learning Graphical Models