
Multi-objective Model for Sustainable Tourism: Juneau and Shanghai Cases
- 1 Shanghai University Of Engineering Science,School of Mathematics, Physics and Statistics,Shanghai,China
- 2 Shanghai University Of Engineering Science,School of Mathematics, Physics and Statistics,Shanghai,China
* Author to whom correspondence should be addressed.
Abstract
This study examines sustainable tourism in Juneau, Alaska, and Shanghai, addressing overtourism and environmental degradation. In 2023, Juneau received 1.6 million cruise tourists, generating $375 million but straining infrastructure and accelerating glacier retreat. To tackle these issues, a mathematical model is developed using ESG criteria, SDGs, and the GRI framework. The model incorporates tourist volume, revenue, and regulatory tools (e.g., caps, taxes), with objectives to minimize environmental impact, maximize social benefits, and enhance community satisfaction. Constraints such as emission limits and seasonal tourist thresholds ensure practical relevance. Time-series data are analyzed using Fourier series and linear regression. Multivariable dynamic programming determines optimal monthly tourist numbers. Sensitivity analysis highlights the dominance of environmental and governance factors, underscoring the role of government in sustaining local quality of life. A fuzzy optimization approach addresses real-world uncertainties. A revenue allocation plan channels funds to environmental protection (30%), water (20%), waste management (20%), infrastructure (15%), marketing (10%), and community projects (5%), aligning with sustainability goals.
Keywords
Sustainable Tourism, Multi - objective Optimization Model, ESG Criteria, SDGs, Sensitivity Analysis, Fuzzy Optimization
[1]. Juneau, C. B. J. (2024). CBJ Cruise Impacts 2023 Report. Retrieved from https://juneau.org/wp-content/uploads/2024/01/CBJ-Cruise-Impacts-2023-Report-1.22.24.pdfhttps://alaskapublic.org/2023/08/07/crammed-with-tourists-juneau-wonders-what-will happen-as-mendenhall-glacier-recedes
[2]. Alaska Public Media. (2023, August 7). Crammed with tourists, Juneau wonders what will happen as Mendenhall Glacier recedes. Retrieved from https://alaskapublic.org/2023/08/07/crammed-with-tourists-juneau-wonders-what-will happen-as-mendenhall-glacier-recedesWorld Travel and Tourism Council. (2018). Travel & Tourism Economic Impact 2018. Retrieved from https://www.wttc.org/economic-impact-research
[3]. Hassel, L., & Semenova, N. (2013). The added value of ESG/SRI on company and portfolio levels – What can we learn from research? [J]. In CSR and beyond – A Nordic perspective (pp. 137-163). Cappelen Damm Akademisk. Retrieved from https://www.researchgate.net/publication/265857070_The_added_value_of_ESG_SRI_on_company_and_portfolio_levels_What_can_we_learn_from_research
[4]. Klerk M D , Villiers C D , Staden C V .The influence of corporate social responsibility disclosure on share prices: Evidence from the United Kingdom[J].Pacific Accounting Review, 1997.
[5]. Gooroochurn N. Tourism taxation: A theoretical and empirical investigation[C]//ECOMOD International Conference on Input-Output and General Equilibrium: Data, Modelling and Policy Analysis. 2004.
[6]. Bu Y, Wang E, Qiu Y, et al. Impact assessment of population migration on energy consumption and carbon emissions in China: A spatial econometric investigation[J]. Environmental Impact Assessment Review, 2022, 93: 106744.
[7]. S. Chan, "AI-Facilitated Selection of the Optimal Nondominated Solution for a Serious Gaming Information Fusion Module," 2024 IEEE Gaming, Entertainment, and Media Conference (GEM), Turin, Italy, 2024, pp. 1-6.
[8]. Wang, C.; Qiu, D.; Shen, Y. Fuzzy Number, Fuzzy Difference, Fuzzy Differential: Theory and Applications. Axioms 2025,14, 254.
Cite this article
Meng,C.;Fang,T. (2025). Multi-objective Model for Sustainable Tourism: Juneau and Shanghai Cases. Theoretical and Natural Science,105,37-46.
Data availability
The datasets used and/or analyzed during the current study will be available from the authors upon reasonable request.
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Volume title: Proceedings of the 3rd International Conference on Mathematical Physics and Computational Simulation
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