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
收藏
页码：2538 / 2543
页数：6
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