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Conversion of GPS Height with Genetic Neural Network Method

Authors :
TieSheng Wang
ZhiMing Wei
LiangCai Wu
Source :
Future Control and Automation ISBN: 9783642310058
Publication Year :
2012
Publisher :
Springer Berlin Heidelberg, 2012.

Abstract

Genetic algorithm is a kind of random searching algorithm which utilizes natural selection and natural heritage mechanism. The main character of it is a strategy of group searching and information exchange among the individuals of a group, the search does not depend on gradient information. Combining the genetic algorithm with the neural network intelligent technology, utilizing neural network model and regarding genetic algorithm as weight evolutionary algorithm for GPS height conversion, this paper puts forward the basic ideas and realizing process. With the explanation of an example, the results shows that the algorithm used to convert the GPS height has better precision and certain practical value.

Details

ISBN :
978-3-642-31005-8
ISBNs :
9783642310058
Database :
OpenAIRE
Journal :
Future Control and Automation ISBN: 9783642310058
Accession number :
edsair.doi...........197228a711d1b7dee8fbe7544b9e8911