Comparing FAHP and FANP Methods in Locating Multi-storey Parking Sites Shiraz’s CBD
DOI:
https://doi.org/10.25034/ijcua.2024.v8n1-8Keywords:
Parking Demand, Multi-level Parking, Location Theory, Fuzzy Approach, Multi-Criteria Decision MakingAbstract
The substantial rise in automobile ownership and expansion of metropolitan areas in recent decades, especially in emerging nations, has resulted in a severe shortage of parking spaces. This problem not only causes significant traffic congestion and an increase in accidents but also places a considerable financial burden on individuals and worsens air pollution. Despite extensive research on addressing the parking issue, there is still a notable deficiency in effective approaches for selecting the best locations for multi-story parking structures, particularly in major cities in Iran. Hence, acknowledging the significance of effective parking management in addressing these problems, This study aimed to provide a comprehensive framework for choosing parking locations in Shiraz's business district. This study combined the Analytic Hierarchy Process (AHP) and Analytic Network Process (ANP) with a Geographic Information System to make fuzzy multi-criteria decisions. To determine suitable locations, factors such as proximity to business hubs, key roads, land prices, population density, and construction feasibility were assessed. The findings identified districts 13, 14, 15, 16, 17, and 18 in Shiraz's core as having the highest potential for multi-story parking facilities among the 30 central districts. Additionally, the findings showed that accessibility to major roads, population density, and proximity to trip generators were the most relevant factors in deciding where parking facilities should be located in Shiraz. Policymakers and urban planners can use the insights provided by the outcomes of these models to make well-informed decisions on parking infrastructure expenditures.
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Abdi, M. H., & Soltani, A. (2022). Which Fabric/Scale Is Better for Transit-Oriented Urban Design: Case Studies in a Developing Country. Sustainability, 14(12), 7338. https://doi.org/10.3390/su14127338
Agrawaal, T. S., Sabie, S., & Soden, R. (2024). Moving Towards Mobility Justice: Challenges and Considerations for Supporting Advocacy. Proceedings of the ACM on Human-Computer Interaction, 8(CSCW1), 1-22. https://doi.org/10.1145/3637373
Al Razib, M. S., & Rahman, F. I. (2017). Determination of trip attraction rates of shopping centers in Uttara Area, Dhaka. American Journal of Management Science and Engineering, 2(5), 150-155. https://doi.org/10.11648/j.ajmse.20170205.19
Aljohani, M., Olariu, S., Alali, A., & Jain, S. (2021). A survey of parking solutions for smart cities. IEEE Transactions on Intelligent Transportation Systems, 23(8), 10012-10029. https://doi.org/10.1109/TITS.2021.3112825
Amari, A., Moussaid, L., & Tallal, S. (2023). New parking lot selection approach based on the multi-criteria decision making (MCDM) methods: health criteria. Sustainability, 15(2), 938. https://doi.org/10.3390/su15020938
Baseri, M. A., Malekabadi, R. M., & Gandomkar, A. (2012). Site selection of public parking in Isfahan City, using AHP Model. International Journal of Humanities and Social Sciences, 6(4), 547-550. https://doi.org/10.5281/zenodo.1054937
Bock, F., & Sester, M. (2016). Improving parking availability maps using information from nearby roads. Transportation Research Procedia, 19, 207-214. https://doi.org/10.1016/j.trpro.2016.12.081
Chen, M., Zhao, T., Lee, J., & Lee, H. (2023). Developing a Decision-Making Process of Location Selection for Truck Public Parking Lots in Korea. Sustainability, 15(2), 1467. https://doi.org/10.3390/su15021467
Choi, S., & Lee, J. (2023). Optimal planning of parking infrastructure and fleet size for Shared Autonomous Vehicles. Transportation Research Part E: Logistics and Transportation Review, 176, 103213. https://doi.org/10.1016/j.tre.2023.103213
Christiansen, P., Engebretsen, Ø., Fearnley, N., & Hanssen, J. U. (2017). Parking facilities and the built environment: Impacts on travel behaviour. Transportation Research Part A: Policy and Practice, 95, 198-206. https://doi.org/10.1016/j.tra.2016.10.025
Damadam, S., Zourbakhsh, M., Javidan, R., & Faroughi, A. (2022). An Intelligent IoT Based Traffic Light Management System: Deep Reinforcement Learning. Smart Cities, 5(4), 1293-1311. https://doi.org/10.3390/smartcities5040066
Darani, S. K., Eslami, A., Jabbari, M., & Asefi, H. (2018). Parking Lot Site Selection Using a Fuzzy AHP-TOPSIS Framework in Tuyserkan, Iran. Journal of Urban Planning and Development, 144(3), 04018022. https://doi.org/10.1061/(ASCE)UP.1943-5444.0000456
Darvazeh, S. S., Ghasemi, A., Tilenoei, N. R., & Shoul, A. (2018). Locating mechanized parking in Qom with sustainable development approach (a study on the city of Qom). Journal of urban economics and management, 6(21), 111-127. https://doi.org/10.29252/iueam.6.21.111
Dehghani, A., Alidadi, M., & Soltani, A. (2023). Density and Urban Resilience, Cross-Section Analysis in an Iranian Metropolis Context. Urban Science, 7(1), 23. https://doi.org/10.3390/urbansci7010023
Dehghani, A., & Soltani, A. (2023). Site Selection of Car Parking with the GIS-Based Fuzzy Multi-Criteria Decision Making. International Journal of Information Technology & Decision Making, 23(02), 715-740. https://doi.org/10.1142/s0219622023500293
Demir, S., Basaraner, M., & Gumus, A. T. (2021). Selection of suitable parking lot sites in megacities: A case study for four districts of Istanbul. Land use policy, 111, 105731. https://doi.org/10.1016/j.landusepol.2021.105731
Enríquez, F. J., Mejía-Muñoz, J.-M., Bravo, G., & Cruz-Mejía, O. (2024). Smart Parking: Enhancing Urban Mobility with Fog Computing and Machine Learning-Based Parking Occupancy Prediction. Applied System Innovation, 7(3), 52. https://doi.org/10.3390/asi7030052
Fard, M. R., & Moghaddam, H. A. (2019). A Decision Support System for Parking Site Selection in Urban Environment, case study:Tehran city. Journal of Applied researches in Geographical Sciences. https://doi.org/10.29252/jgs.19.52.257
Feyzi, S., Khanmohammadi, M., Abedinzadeh, N., & Aalipour, M. (2019). Multi-criteria decision analysis FANP based on GIS for siting municipal solid waste incineration power plant in the north of Iran. Sustainable Cities and Society, 47, 101513. https://doi.org/10.1016/j.scs.2019.101513
Givi, A. A. (2015). Using Fuzzy Logic Analysis in GIS and FAHP Method for Parks Site Selection in Urban Environment (Case Study: Region 7, Tehran Municipality). Current World Environment, 10, 432-444. https://doi.org/dx.doi.org/10.12944/CWE.10.2.07
Hussein, N. (2018). The pedestrianisation and its relation with enhancing walkability in urban spaces. Journal of Contemporary Urban Affairs, 2(1), 102-112. https://doi.org/10.25034/ijcua.2018.3666
Inci, E. (2015). A review of the economics of parking. Economics of Transportation, 4(1-2), 50-63. https://doi.org/10.1016/j.ecotra.2014.11.001
Ishizaka, A. (2014). Comparison of fuzzy logic, AHP, FAHP and hybrid fuzzy AHP for new supplier selection and its performance analysis. International Journal of Integrated Supply Management, 9(1-2), 1-22. https://doi.org/10.1504/ijism.2014.064353
Jelokhani-Niaraki, M., & Malczewski, J. (2015). A group multicriteria spatial decision support system for parking site selection problem: A case study. Land use policy, 42, 492-508. https://doi.org/10.1016/j.landusepol.2014.09.003
Jonuzi̇, E., Alkan, T., Durduran, S. S., & Selvi, H. Z. (2023). Using GIS-supported AHP method for appropriate site selection of parking lots: The case study of the city of Tetovo, North Macedonia. International Journal of Engineering and Geosciences, 9(1), 86-98. https://doi.org/10.26833/ijeg.1319605
Kafrawy, M., Attia, S., & Khalil, H. A. (2022). The impact of transit-oriented development on fast-urbanizing cities: applied analytical study on Greater Cairo Region. Journal of Contemporary Urban Affairs, 6(1), 83-95. https://doi.org/10.25034/ijcua.2022.v6n1-8
Kimpton, A., Pojani, D., Ryan, C., Ouyang, L., Sipe, N., & Corcoran, J. (2021). Contemporary parking policy, practice, and outcomes in three large Australian cities. Progress in Planning, 153, 100506. https://doi.org/10.1016/j.progress.2020.100506
Kubler, S., Robert, J., Derigent, W., Voisin, A., & Le Traon, Y. (2016). A state-of the-art survey & testbed of fuzzy AHP (FAHP) applications. Expert systems with applications, 65, 398-422. https://doi.org/10.1016/j.eswa.2016.08.064
Kulinich, I., & Lee, H. (2016). Parking Site Selection In Downtown of Khabarovsk City Using GIS. International Journal of Smart Home, 10, 15-24. https://doi.org/10.14257/ijsh.2016.10.4.02
Li, L., Shi, Z.-H., Yin, W., Zhu, D., Ng, S. L., Cai, C.-F., & Lei, A.-L. (2009). A fuzzy analytic hierarchy process (FAHP) approach to eco-environmental vulnerability assessment for the danjiangkou reservoir area, China. Ecological Modelling, 220(23), 3439-3447. https://doi.org/10.1016/j.ecolmodel.2009.09.005
Liu, Q., Wang, J., Chen, P., & Xiao, Z. (2017). How does parking interplay with the built environment and affect automobile commuting in high-density cities? A case study in China. Urban studies, 54(14), 3299-3317. https://doi.org/10.1177/0042098016667040
Louafi, O. (2019). The phenomenon of mobility, a development challenge for the city of Algiers. Journal of Contemporary Urban Affairs, 3(2), 144-155. https://doi.org/10.4324/9780203402443-16
Ma, Y., & Mészáros, F. (2024). Review of Urban Access Regulations from the Sustainability Viewpoint. Urban Science, 8(2). https://doi.org/10.3390/urbansci8020029
Mei, Z., Zhang, W., Zhang, L., & Wang, D. (2020). Optimization of reservation parking space configurations in city centers through an agent-based simulation. Simulation Modelling Practice and Theory, 99, 102020. https://doi.org/10.1016/j.simpat.2019.102020
Mohammadzadeh, A. K., Ghafoori, S., Mohammadian, A., Mohammadkazemi, R., Mahbanooei, B., & Ghasemi, R. (2018). A Fuzzy Analytic Network Process (FANP) approach for prioritizing internet of things challenges in Iran. Technology in Society, 53, 124-134. https://doi.org/10.1016/j.techsoc.2018.01.007
Noor, A. M., Fauadi, M. M., Jafar, F., Nordin, M., Yahaya, S., Ramlan, S., & Aziz, M. S. A. (2017). Fuzzy Analytic Hierarchy Process (FAHP) Integrations for Decision Making Purposes: A Review. Journal of Advanced Manufacturing Technology (JAMT), 11(2), 139-154. https://doi.org/10.1201/9781315369884-4
Panahi, N., Pourjafar, M., Ranjbar, E., & Soltani, A. (2022). Examining older adults' attitudes towards different mobility modes in Iran. Journal of Transport & Health, 26, 101413. https://doi.org/10.1016/j.jth.2022.101413
Parmar, J., Das, P., & Dave, S. M. (2020). Study on demand and characteristics of parking system in urban areas: A review. Journal of Traffic and Transportation Engineering (English Edition), 7(1), 111-124. https://doi.org/10.1016/j.jtte.2019.09.003
Scheiner, J., Faust, N., Helmer, J., Straub, M., & Holz-Rau, C. (2020). What's that garage for? Private parking and on-street parking in a high-density urban residential neighbourhood. Journal of Transport Geography, 85, 102714. https://doi.org/10.1016/j.jtrangeo.2020.102714
Sodagaran, A., Zarei, N., & Azimifar, Z. (2016). Intelligent Traffic Information System a Real-Time Traffic Information System on the Shiraz Bypass. MATEC Web of Conferences, 81. https://doi.org/10.1051/matecconf/20168104003
Soltani, A. (2017). Social and urban form determinants of vehicle ownership; evidence from a developing country. Transportation Research Part A: Policy and Practice, 96, 90-100. https://doi.org/10.1016/j.tra.2016.12.010
Soltani, A., Balaghi, R., Rezaei, M., & Riyabi, M. A. (2019). Spatial analysis and urban land use planning with emphasis on hospital site selection, case study: Isfahan city. Bulletin of Geography. Socio-economic Series(43), 71-89. https://doi.org/10.2478/bog-2019-0005
Soltani, A., & Marandi, E. Z. (2011). Hospital site selection using two-stage fuzzy multi-criteria decision making process. Journal of Urban and environmental engineering, 5(1), 32-43. https://doi.org/10.4090/juee.2011.v5n1.032043
Vinogradova-Zinkevič, I., Podvezko, V., & Zavadskas, E. K. (2021). Comparative Assessment of the Stability of AHP and FAHP Methods. Symmetry, 13(3), 479. https://doi.org/10.3390/sym13030479
Wang, C. N., Nguyen, V. T., Duong, D. H., & Do, H. T. (2018). A hybrid fuzzy analytic network process (FANP) and data envelopment analysis (DEA) approach for supplier evaluation and selection in the rice supply chain. Symmetry, 10(6), 221. https://doi.org/10.3390/sym10060221
Wang, H., Li, R., Wang, X. C., & Shang, P. (2020). Effect of on-street parking pricing policies on parking characteristics: A case study of Nanning. Transportation Research Part A: Policy and Practice, 137, 65-78. https://doi.org/10.1016/j.tra.2020.04.003
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