An extended class of multilayer perceptron

被引：2

作者：

Lopez, R. ^{[1
]}

Onate, E. ^{[1
]}

机构：

[1] Int Ctr Numer Methods Engn CIMNE, Barcelona 08034, Spain

来源：

NEUROCOMPUTING | 2008年 / 71卷 / 13-15期

关键词：

multilayer perceptron; independent parameters; boundary conditions; lower and upper bounds;

D O I：

10.1016/j.neucom.2007.12.037

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this work an extended class of multilayer perceptron is presented. This includes independent parameters, boundary conditions and lower and upper bounds. In some cases, such extensions contain a priori information of the problem. On some other situations they are necessary in order to define a correct representation for the solution. The use of this augmented class of neural network is illustrated through a case study in the optimal control theory. The numerical results are compared against the analytical solution. (C) 2008 Elsevier B.V. All rights reserved.

引用

页码：2538 / 2543

页数：6

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