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http://dspace.unimap.edu.my:80/xmlui/handle/123456789/6982| Title: | Rice Yield prediction - a comparison between Enchanced Back Propagation Learning Algorithms |
| Authors: | Puteh, Saad Nor Khairah, Jamaludin Nursalasawati, Rusli Aryati, Bakri Siti Sakira, Kamarudin |
| Keywords: | Back-Propagation algorithm Quick Propagation Rice yield prediction Conjugate gradient descent Algorithms Backpropagation network Back propagation |
| Issue Date: | 2004 |
| Publisher: | Universiti Malaysia Perlis |
| Abstract: | Back Propagation algorithm(BP) has been popularly used to solve various problems, however it is shrouded with the problems of low convergence and instability. In recent years, improvements have been attempted to overcome the discrepancies aforementioned. In this study, we examine the performance of four enhanced BP algorithms to predict rice yield in MAD A plantation area in Kedah, Malaysia. A midst the four algorithms explored, Conjugate Gradient Descent exhibits the best performance. |
| URI: | http://dspace.unimap.edu.my/123456789/6982 |
| Appears in Collections: | Universiti Malaysia Perlis |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| Rice Yield Prediction - A Comparison Between Enhanced Back Propagation Learning Algorithms.pdf | 2.94 MB | Adobe PDF | View/Open |
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