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  • Produktbild: Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications
  • Produktbild: Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications
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Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications

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Beschreibung

This book describes the latest advances in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid intelligent combinations, and their applications in the areas such as intelligent control, robotics, pattern recognition, medical diagnosis, time series prediction, and optimization....

Beschreibung

This book describes the latest advances in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid intelligent combinations, and their applications in the areas such as intelligent control, robotics, pattern recognition, medical diagnosis, time series prediction, and optimization. The topic is highly relevant as most current intelligent systems and devices use some form of intelligent feature to enhance their performance. The book also presents new and advanced models and algorithms of type-2 fuzzy logic and intuitionistic fuzzy systems, which are of great interest to researchers in these areas. Further, it proposes novel, nature-inspired optimization algorithms and innovative neural models. Featuring contributions on theoretical aspects as well as applications, the book appeals to a wide audience.

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

28.02.2021

Abbildungen

XIV, 792 p. 363 illus., 240 illus. in color.

Herausgeber Oscar Castillo + weitere

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

28.02.2021

Abbildungen

XIV, 792 p. 363 illus., 240 illus. in color.

Herausgeber
Verlag Springer
Seitenzahl

792

Maße (L/B/H)

23,5/15,5/4,4 cm

Gewicht

1200 g

Sprache

Englisch

ISBN

978-3-030-35447-3

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications
  • Produktbild: Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications
  • Part I: Type-1 and Type-2 Fuzzy Logic.- Parameter adaptation in the imperialist competitive algorithm using generalized type-2 fuzzy logic.- A Mamdani fuzzy inference protocol aimed to identify heterogeneity of the allometric response in arithmetical space.- Fireworks Algorithm (FWA) with adaptation of parameters using Interval Type-2 Fuzzy Logic System.- Omnidirectional Four Wheel Mobile Robot Control with a Type-2 Fuzzy Logic Behavior-based Strategy.