Peramalan Kunjungan Wisatawan Mancanegara Menggunakan Generalized Regression Neural Networks
Journal Title: Jurnal INFOTEL - Year 2016, Vol 8, Issue 1
Abstract
Forecasting tourism demand are very important for the government and industry, as forecasting the basis for effective policy planning. This research is using Generalized Regression Neural Network (GRNN) to forecasting tourism demand according 19 the main entrance and nationality, such as: Ngurah Rai, SoekarnoHatta, Batam, Tanjung Uban, Polonia, Juanda, Husein Sastranegara, Tanjung Balai Karimun, Tanjung Pinang, Tanjung Priok, Adi Sucipto, Minangkabau, Entikong, Adi Sumarmo, Sultan Syarif Kasim II, Sepinggan, Sam Ratulangi International Airport Lombok, and Makassar. GRNN has advantages not require the estimated number of network weights to get optimal network architecture, so it does not require setting parameters. Research trial conducted using a spread of 0.1 to 1.0. The experimental results show that the best forecasting performance with spread 0,1 for training and testing data
Authors and Affiliations
Sri Herawati
Keywords
Related Articles
- EP ID EP195449
- DOI 10.20895/infotel.v8i1.49
- Views 150
- Downloads 0
Rancang Bangun Sistem Informasi Praktek Kerja Lapangan Berbasis Web dengan Metode Waterfall
Developments communications and technology are very helpful for performance and business process of the organization. The developments in information technology should result in benefits for the organization in obtaining...
Robot Line Follower Berbasis Kendali Proportional-Integral-Derivative (PID) Untuk Lintasan Dengan Sudut Ekstrim
Line follower robot is an autonomous robot that can follow the paths. The trail can be a black line on a white surface, or vice versa. So far, most researchers designed a line follower robot PID (Proportional-IntegralDer...
Enhancement of K-Parameter Using Hybrid Stratified Sampling and Genetic Algorithm
Clustering is a technique used to classify data into clusters based on their similarities. K-means is a clustering algorithm method that classifies the objects based on their closest distance to the cluster center to the...
A Custom Firmware and Lightweight Battery System Design for Portable RFID Reader
Small to large-scale companies mostly have warehouses to store their inventories, and to manage them a warehouse management system is required. A low cost, yet powerful solution is using a portable RFID reader. In RFID p...
Modifikasi Pembagi Daya Wilkinson Dual Band pada Frekuensi L-Band dan S-Band
Wilkinson power divider is a power divider that uses λ/4 transmission lines and insert isolation component between the two output ports. Using λ/4 transmission lines, which is the bandwidth of it will be narrow because t...