Title:

New developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume I: Foundations * Generalized net model for parallel optimization of multilayer perceptron with conjugate gradient backpropagation algorithm

Subtitle:

Książka = Book ; KS/3/2012/T1P[14]

Creator:

Krawczak, Maciej ; Sotirov, Sotir

Publisher:

Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences

Place of publishing:

Warszawa

Date issued/created:

2012

Description:

[6], 179-190 pages ; 21 cm ; Bibliography p. 188-190

Type of object:

Book/Chapter

Abstract:

The used generalized net will give us a possibility for parallel optimization of multilayer perceptron based on assigned training pairs with conjugate gradient backpropagation algorithm. For changing the number of the neurons in the hidden layer we use “Golden section” rul.

Relation:

Książka = Book

Resource type:

Text

Detailed Resource Type:

Book

Source:

KS-2012-03-T1P[14]

Language:

eng

Language of abstract:

eng

Rights:

Creative Commons Attribution BY 4.0 license

Terms of use:

Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -

Digitizing institution:

Systems Research Institute of the Polish Academy of Sciences

Original in:

Library of Systems Research Institute PAS

Projects co-financed by:

Operational Program Digital Poland, 2014-2020, Measure 2.3: Digital accessibility and usefulness of public sector information; funds from the European Regional Development Fund and national co-financing from the state budget.

Access:

Open