Soft computing based system modeling & control

Name: Soft computing based system modeling & control
Brand: LAP Lambert Academic Publishing
SKU: 9783659823664
Price: 47.54 EUR
Availability: InStock

Autor: Meena Tushir

Jazyk:

Väzba: Brožovaná

Vydavateľ: LAP Lambert Academic Publishing

Dostupnosť: Skladom u dodávateľa

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47.54 €

Several clustering algorithms have been explained in the book including kernel based clustering algo...

Informácie o knihe

Autor

Meena Tushir

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2016

Stránok

EAN

9783659823664

Enbook ID

02937006

Vydavateľ

LAP Lambert Academic Publishing

Hmotnosť

161

Rozmery

150 x 220 x 6

Kompletný popis

Several clustering algorithms have been explained in the book including kernel based clustering algorithm. A kernel based clustering incorporates a kernel metric in place of the Euclidean distance used in the objective function. The kernel induced metric maps the data points to a high dimensional feature space, in which the data is more clearly separable, thereby increasing the accuracy of the proposed clustering technique. A fuzzy controller can also be designed using the clustering based approach. Clustering-based rule extraction methods help avoid combinatorial explosion of rules with increasing dimension of the input space. Also, because clustering step provides good initial rule parameter values, the subsequent rule parameter optimization process usually converges quickly and to a good solution.

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Soft computing based system modeling & control

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