International Journal of Computing and Informatics (IJCANDI)
Vol 1, No 1 (2017): February 2017

Backpropagation and Genetic Algorithm in Network Traffic Activities Forecasting

Purnawansyah Purnawansyah (Universitas Muslim Indonesia, (SCOPUS ID: 56596833200))

Article Info

Publish Date
05 Nov 2017

Abstract

This paper presents techniques based on the development of backpropagation (BP) and genetic algorithm models for calculating and analyzing the daily network traffic activities at Universitas Mulawarman, East Kalimantan, Indonesia. The experiment results indicate that a strong agreement between model predictions and observed values, since MAPE is below 5%. Thus, the use of network traffic is becoming a more effective, efficient and optimal. Model optimization is one of future works.

Copyrights © 2017




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Journal Info
International Journal of Computing and Informatics (IJCANDI)
Website

Abbrev

IJCANDI

Publisher

Universitas Mulawarman

Subject

Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Mathematics

Description

IJCANDI (INTERNATIONAL JOURNAL OF COMPUTING AND INFORMATICS) ISSN: 2502-2334 is a peer reviewed open-access journal published four times a year (February, May, August, November) in English-language, provides scientists and engineers throughout the world for the exchange and dissemination of ...