Research on Sustainable Tourism Forecasting Model for Juneau based on AHP-PSO and Dynamic Strategy

Authors

  • Weizhi Zhang College of Information Science and Engineering, Northeastern University, Shenyang, China, 314001
  • Haoran Ma College of Information Science and Engineering, Northeastern University, Shenyang, China, 314001
  • Zihan Ni College of Information Science and Engineering, Northeastern University, Shenyang, China, 314001

DOI:

https://doi.org/10.54097/55g9ex50

Keywords:

Sustainable Tourism Prediction Model, AHP, Dynamic Adjustment Strategy, PSO.

Abstract

Cruise ship tourists have provided significant revenue for the city of Juneau, Alaska. However, with the surge in visitor numbers and rising temperatures, issues such as overcrowding and glacier melting have emerged. Therefore, the development and implementation of sustainable tourism plans are urgent. In response, this study has developed a sustainable tourism forecasting model for Juneau, using particle swarm optimisation algorithms to simulate changes in various indicators from 2025 to 2046, in order to determine the optimal weight allocation. This study holds important theoretical and practical significance. Theoretically, it enriches the research on sustainable tourism models by incorporating dynamic constraints and long-term environmental changes. Practically, it offers a scientific reference for Juneau to achieve sustainable tourism development. The main innovations of this study include the integration of multi-dimensional factors in the model, the consideration of dynamic constraints and long-term environmental changes, and the exploration of cooperative strategies between tourism revenue distribution and infrastructure investment.

Downloads

Download data is not yet available.

References

[1] Mestanza G J, Bakhat R. An integrated CRITIC-VIKOR model for overtourism assessment in Spain: post-COVID-19 sustainable actions [J]. International Journal of Multicriteria Decision Making, 2022, 9 (2): 87-107.

[2] Bertocchi D, Camatti N, Giove S, et al. Venice and Overtourism: SimulatingSustainable Development Scenarios through a Tourism Carrying Capacity Model [J]. Sustainability, 2020, 12 (2): 512-512.

[3] Kuščer K, Mihalič T. Residents’Attitudes towards Overtourism from the Perspective of Tourism Impacts and Cooperation-The Case of Ljubljana [J]. Sustainability, 2019, 11(6): 1823.

[4] Li J. Research on Improving the Quality and Efficiency of Tourism Public Services Based on Value Co-creation in the Context of Smart City[C]//ChongQing University of Education,AEIC Academic Exchange Information Center(China).Proceedings of 2nd International Conference on Public Management, Digital Economy and Internet Technology(CPDI 2023). Lyceum of the Philippines University; Chongqing University of Education, 2023:438-447.

[5] Raihan, Asif, et al. Tourism-energy-economy-environment nexus toward sustainable and green development in Malaysia[J]. Innovation and Green Development, 2025, 4(4): 100257-100257.

[6] Sharma, A., Hassan, A. Overtourism as destination risk: impacts and solutions[C]//Tourism security-safety and post conflict destinations. Bingley, UK: Emerald Publishing, 2021: 288.

[7] Seraphin, H., Yallop, A. C. Overtourism and tourism education: a strategy for sustainable tourism futures[M]//Contemporary geographies of leisure, tourism and mobility. Abingdon, Oxon; New York, NY: Routledge, 2021.

[8] Gao Jing, Wu Bihu, Zhao Zhifeng.A sustainalbe path model for tourism based revitalization of traditional villages based on a cultural geography perspective [J]. Areal Research and Development, 2020, 39(04):73-78

[9] Liu Yansui. Research on the urban-rural integration and rural revitalization in the new era in China[J]. Acta Geographica Sinica, 2018, 73(4): 637- 650.

[10] Sun Jiuxia, Xu Xinjian, Wang Ning, et al. Ways and patterns of tourism's role in poverty alleviation and rural revitalization: Expert discussion on tourism for poverty alleviation and rural revitalization[J]. Journal of Natural Resources, 2021, 36(10): 2604-2614.

Downloads

Published

19-10-2025

How to Cite

Zhang, W., Ma, H., & Ni, Z. (2025). Research on Sustainable Tourism Forecasting Model for Juneau based on AHP-PSO and Dynamic Strategy. Highlights in Science, Engineering and Technology, 156, 114-121. https://doi.org/10.54097/55g9ex50