Fuzzy Rule Generation

Name: Fuzzy Rule Generation
Brand: Noor Publishing
SKU: 9783330969339
Price: 33.05 EUR
Availability: InStock

Based on Subtractive Clustering and Gradient Descent

Автор: Zahraa Abed Mohammed

Език:

Корици: С меки корици

Издател: Noor Publishing

Наличност: Външен склад

Изпращаме след 5-8 дни

33.05 € 64.64 лв

In recent years, a wide range of problems are handled by fuzzy models. Fuzzy model prefers on classi...

Информация за книгата

Автор

Zahraa Abed Mohammed

Език

Английски език

Корици

Книга - С меки корици

Издадена

2017

страници

EAN

9783330969339

Enbook ID

16451737

Издател

Noor Publishing

Теглоt

131

Размери

150 x 220 x 5

Пълно описание

In recent years, a wide range of problems are handled by fuzzy models. Fuzzy model prefers on classic models due its ability to deal with imprecise data, model the complex nonlinear problems and acquiring knowledge with these models. Fuzzy rule is a special case of fuzzy modeling, where its working principle is representing the behavior of the system by a set fuzzy if-then classification rules. An intelligent technique has been proposed in this thesis which it depends on a Takagi- Sugeno-Kang (TSK) fuzzy modeling, subtractive clustering method and an efficient gradient descent algorithm. This approach uses subtractive clustering method to extract the fuzzy classification rules from data; the rule's parameters are then optimized by using an efficient gradient descent algorithm. The dataset firstly is divided into main classes, and then the subtractive algorithm is applied for each class. The clusters centers set, and sigma set are generated from this clustering process. To enhance the performance of the system, a gradient descent method is employed which represents the optimization method that it is used to adjust the value of the clusters centers and sigma values.

Може също да ви хареса

Клиенти, които купиха тази книга, купиха също

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Най-често търсени

Categories

Authors

Publishers

Продукти

Продукти

Fuzzy Rule Generation

Based on Subtractive Clustering and Gradient Descent

Информация за книгата

Пълно описание

Може също да ви хареса

Cybertext Poetics

Engaging the Other

Great Pyramid of Giza

Mango Island An American Fairytale

Mack 1 Red vs. Blue

21st Century Communication 4: Listening, Speaking and Critical Thinking

Masterminds: George Washington Carver

Power, Discourse and Victimage Ritual in the War on Terror

High Resolution NMR in the Solid State

Schisandra Chinensis: An Herb Of North Eastern China Origin

Britain and Europe since 1945

Клиенти, които купиха тази книга, купиха също

Hyaena

Por el imperio, El honor

Le voyage de Séraphine

THE LITTLE BLACK BOOK OF '90S GREATEST HITS

¿Eres imprescindible?

Els calçots II

Gotthold Ephraim Lessings Samtliche schriften

Robert Macaire: Drame Burlesque En 4 Actes Precede de l'Auberge Des Adrets

Into the Valley of Lilies

Familienrecht in Lied und Dichtung