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On second order sensitivity for stage-based population projection matrix models

โœ Scribed by Dominic McCarthy; Stuart Townley; Dave Hodgson

Book ID
113934655
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
563 KB
Volume
74
Category
Article
ISSN
0040-5809

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This article proposes a new second-order learning algorithm for training the multilayer perceptron (MLP) networks. The proposed algorithm is a revised Newton's method. A forward-backward propagation scheme is first proposed for network computation of the Hessian matrix, H, of the output error functi