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http://repository.ipb.ac.id/handle/123456789/58220
Title: | Transformasi Koordinat Menggunakan Jaringan Syaraf Tiruan Propagasi Balik Levenberg-Marquardt (Studi Kasus: Daerah Jawa Bagian Timur) |
Authors: | Kustiyo, Aziz Permana, Danar Setya |
Keywords: | Bogor Agricultural University (IPB) World Geodetic System 1984 (WGS-84) neural network Levenberg-Marquardt backpropagation Genuk datum four-parameter similarity transformation coordinate transformation |
Issue Date: | 2012 |
Abstract: | Indonesia has used several local datums as ellipsoid geometry reference, one of which is Genuk datum, which uses Bessel Ellipsoid 1841 model. Later, Indonesia chose DGN-95 datum as the national standard datum, which uses WGS-84 ellipsoid reference. It means coordinate points which use Genuk datum before must be transformed into WGS-84. One of the methods to transform coordinates is by using similiarity transformation. This research is aimed to find an alternative method for coordinate transformation using Levenberg-Mardquardt Backpropagation. Data used in this research are coordinates of East Java, which are transformed from Genuk datum into WGS84 datum using similarity transformation and Levenberg-Mardquardt algorithm. MSE values from each method are compared, and the result shows that Levenberg-Mardquardt algorithm can be used as an alternative model for coordinate transform. |
URI: | http://repository.ipb.ac.id/handle/123456789/58220 |
Appears in Collections: | UT - Computer Science |
Files in This Item:
File | Description | Size | Format | |
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G12dsp.pdf Restricted Access | full text | 1.09 MB | Adobe PDF | View/Open |
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