Shift Scheduling with the Goal Programming Approach in Fast-Food Restaurant: McDonald’s in Kelantan
Fuzzytime windows series#
3 (2020)įuzzy Time Series for Projecting School Enrolment in Malaysia Journal of Computing Research and Innovation: Vol. 3 (2021): Volume 6, Issue 3 : Special Issueįorecasting of Air Pollution Index PM2.5 Using Support Vector Machine(SVM) 4 (2020)Īpplication of Fuzzy Inference System in the Prediction of Air Quality Index Green Inventory Routing Problem using Hybrid Genetic Algorithmĭrinking Water Preference among Students in UiTM Perlis using Fuzzy AHP Implementation of Long-Short Term Memory Neural Network (LSTM) for Predicting The Water Quality Parameters in Sungai Selangor 1 (2021)Ī Comparison of Fuzzy Time Series and ARIMA to Forecast Tourist Arrivals to Homestay in Pahang 4 (2021): Volume 6, Issue 4 - Special IssueĬyclical Nurse Scheduling in Shah Alam Hospital Using Goal Programming The Role of Effective Communication in Enhancing Leadership Skills Among Students of Bachelor of Management Mathematics in UiTM Perlis The forecast value for the years 20 are displayed by month. Thus, the Holt-Winter model is the best method and has been used to forecast the tourist arrival for the next 2 years. The result found that Holt-Winter has the lowest value that is 713524285 compared to the Fuzzy Time Series with a value of 2625517469. The Mean Square Error (MSE) has been calculated in this study to get the best model by looking at the lowest value. Both models were generated using Microsoft Excel in obtaining the forecast value. This study aims to make a comparison between two methods, which are Fuzzy Time Series and Holt-Winter in forecasting the number of tourist arrival in Langkawi based on the monthly tourist arrival data from January 2015 to December 2019. Based on the report from the Department of Statistics, a total of domestic visitors in Malaysia were recorded at about 221.3 million in 2018 with an increase of 7.7% alongside a higher record in visitor arrivals and tourism expenditure. Tourism has been one of the major donors to Malaysia’s economy. The tourism industry in Malaysia has been growing significantly over the years. Tourism Malaysia, forecasting, Fuzzy Time Series, Holt-Winter Model Abstract Universiti Teknologi MARA, Perlis Branch, Arau Campus