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Peramalan Kebutuhan Darah Jenis Packet Red Cells (PRC) di PMI Kota Surabaya dengan Metode Jaringan Syaraf Tiruan Propagasi Balik

Zeta - Math Journal

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Title Peramalan Kebutuhan Darah Jenis Packet Red Cells (PRC) di PMI Kota Surabaya dengan Metode Jaringan Syaraf Tiruan Propagasi Balik
 
Creator Devi, Azmi Khulmala
Herlambang, Teguh -
 
Description Human blood is liquid in human body, which functions to transport oxigen needed by cells to the whole body. Considering the important blood function, the Indonesian Red Cross (PMI) has to maintain its blood stock stability to ensure the blood availibility. But the problem that PMI has to encounter with is its blood over-supply which leads to blood disposal. To minimize its unnessary blood disposal, estimation of blood need is required. Data of blood demand is normalized first, then estimation is made using Neural Network Backpropagation. In this study the estimation is made to the blood type of Packet Red Cells (PRC), the blood cells stocked at PMI Kota Surabaya. The best simulation result is at epoch 3000 with function Y = 4542,33 – 1,64595 x – 0,244018 x^2 and an error of  0,020314.
 
Publisher Universitas Islam Madura
 
Date 2018-05-02
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article
 
Format application/pdf
 
Identifier https://journal.uim.ac.id/index.php/zeta/article/view/21
10.31102/zeta.2018.4.1.7-11
 
Source Zeta - Math Journal; Vol 4 No 1 (2018): Mei 2018; 7-11
2579-5864
2459-9948
10.31102/zeta.v4i1
 
Language eng
 
Relation https://journal.uim.ac.id/index.php/zeta/article/view/21/102
 
Rights Copyright (c) 2018 Azmi Khulmala Devi, Teguh - Herlambang
http://creativecommons.org/licenses/by-sa/4.0