Self-Drive Tourism Route in Terengganu: An Application of Goal Programming Model

Authors

  • Zakiah Hashim School of Quantitative Sciences, College of Art and Sciences, Universiti Utara Malaysia, 06010 UUM, Sintok, Kedah Darul Aman, Malaysia.
  • Wan Rosmanira Ismail School of Mathematical Sciences, Faculty of Science and Technology,Universiti Kebangsaan Malaysia,43600 UKM Bangi, Selangor, Malaysia

DOI:

https://doi.org/10.11113/sh.v9n1-5.1176

Keywords:

Goal programming model, self-drive tourism, tourism route, traveling salesman problem, Terengganu

Abstract

This study presents a goal programming approach to determine the best self-drive tourism route in Terengganu. The goal programming was formulated based on the model of Traveling Salesman Problem (TSP). This study involved seven cities in Terengganu which can be connected by road network. The data of the tourist attractions for each city was used in this study. The model of self-drive tourism route was constructed so as to connect all these seven cities by minimizing the travel distance, minimizing accommodation costs and maximizing the total number of tourist attractions. To achieve the objectives of this study, we develop the goal programming model that considers three model structures with each of them consists three goal constraints which are subjected to four hard constraints. This model has been solved using LINGO12.0 software. The results obtained from each model structures will be compared in order to get the most optimum route for self-drive tourism. The result showed that the first model structure was suitable to be used because this model structure gave the optimum result compared to other model structures. It produced the minimum total traveling cost of RM967.70 compared to the model structure two of RM977.10 and model structure three of RM1233.10.

References

Azaiez, M. N., & Al Sharif, S. S. (2005). A 0-1 Goal Programming Model for Nurse Scheduling. Computers & Operations Research, 32, 491–507.

Blancas, F. J., Caballero, R., González, M., Lazano-Oyola, & M., Pérez, F. (2010). Goal Programming Synthetic Indicators: An Application for Sustainable Tourism in Andalusia Coastal Counties. Ecological Economics, 69(11), 2158-2172.

Burkart, A. J., & Medlik, S. (1981). Tourism: Past,Present and Future, 2nd ed. London: William Heinemann Ltd.

Carillo, M., & Jorge, J. (2006). Multiobjective Decision Support for the Tourist Sector. Revista InvestigaciÏŒn Operacional, 27(2), 84-92.

Carson, D., Waller, I., & Scott, N. (2002). Drive Tourism: Up the Wall and Around the Bend. Melbourne: Common Ground Publishing Pty Ltd.

Charnes, A., Cooper, W. W., & Ferguson, R. (1955). Optimal Estimation of Executive Compensation by Linear Programming. Management Science, 1, 138-151.

Gutin, G., & Punnen, A. P. (2004). The Traveling Salesman Problem and Its Variations. New York: Kluwer Academic Publishers.

Hardy. A. (2006). Understanding Self Drive Tourism (Rubber Tire Traffic): A Case Study of Bella Coala, British Columbia. University of Northern British Columbia. Ph.D Thesis.

Harian Metro. 13 September 2012. Retrieved from http://www.hmetro.com.my/articles/130sediaberentap/Article. (2 January 2013).

Hillier, F. S., & Lieberman, G. J. (2010). Introduction to Operations Research, 9th ed. New York: McGraw-Hill.

Hsin, Y. S. (2006). Network Characteristics of Drive Tourism Destinations: An Application of Network Analysis in Tourism, Tourism Management, 27, 1029-1039.

Ignizio, J. P. (1976). Goal Programming and Extensions. Lexington, MA: Lexington Books.

Jaffry Zakaria & Nor Azlina Abdullah. (2007). Pelancongan Rekreasi Berasaskan Cabaran dan Biodiversiti: Isu dan Konflik. Retrieved from http://www.academia.edu (10 August 2015).

Miori, V. M. (2011). A Multiple Objective Goal Programming Approach to the Truckload Routing Problem. Journal of the Operational Research Society, 62(8), 1524-1532.

Nasruddin Hassan & Bushra Abdul Halim. (2012). Pemodelan Matematik dalam Pengurusan Aktiviti Pelancongan Rekreasi di Wetland Putrajaya. Sains Malaysiana, 41(9), 1155-1161.

Olsen, M. (2002). Keeping Track of the Self Drive Market. In D. Carson, I. Waller, & N. Scott. Drive Tourism: Up the Wall and Around the Bend. Melbourne: Common Ground Publishing Pty Ltd.

Pan, L., Chu, S.C. K., Han, G., & Huang, J. Z. (2009). Multi-criteria Student Project Allocation: A Case Study of Goal Programming Formulation with DSS Implementation. The Eighth International Symposium on Operations Research and Its Applications (ISORA’09), Zhangjiajie, China.

Schrage, L.(2006). Optimization Modelling with Lingo,6th ed. USA: Lindo System Inc.

Seely, R. L., Iglarsh, H.J., & Edgell, D. L. (1980). Goal Programming: Planning Process of Tourism Organizations. Annals of Tourism Researh, 7(3), 353-365.

Selen,W. J., & Hott, D. D. (1986). A Mixed-Integer Goal-Programming Formulation of the Standard Flow-Shop Scheduling Problem. The Journal of the Operational Research Society, 37(12), 1121-1128.

Taplin, J. H. E., & McGinley, C. (2000). A Linear Program to Model Daily Car Touring Choices. Annals of Tourism Research, 27(2), 451-467.

Theobald, W. F. (1994). Global Tourism: The Next Decade. Oxford, London: Butterworth-Heinemann.

United Nation World Tourism Organization (UNWTO). (2011). Collection of Tourism Expenditure Statistics, UNWTO Technical Manual No. 2.

Wearing, S., Stevenson, D., Young, T. (2010). Tourist Cultures: Identity, Places and the Traveller. London: SAGE Publications Ltd.

Yahia-Berrouiguet, A., & Tissourassi, K. (2015). Application of Goal Programming Model for Allocating Time and Cost in Project Management: A Case Study from the Company of Construction Seror. Yugoslav Journal of Operations Research, 25(2), 283-289.

Zakiah Hashim & Wan Rosmanira Ismail. (2012). Goal Programming Model for Self-drive Tourism Route Selection: A Case Study in Langkawi. In Zainal et al. (eds). Current Issues in Hospitality Research and Innovations. London: Taylor & Francis Group.

Zografos, C., & Oglethorphe, D. (2004). Multi-criteria Analysis in Ecotourism: Using Goal Programming to Explore Sustainable Solutions. Current Issues in Tourism, 7(1), 20-43.

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Published

2017-03-29

How to Cite

Hashim, Z., & Ismail, W. R. (2017). Self-Drive Tourism Route in Terengganu: An Application of Goal Programming Model. Sains Humanika, 9(1-5). https://doi.org/10.11113/sh.v9n1-5.1176