巢湖学院学报2025，Vol.27Issue(3)：1-9,9.DOI:10.12152/j.issn.1672-2868.2025.03.001
基于多目标组合优化的环巢湖区域旅游路线规划研究
Research on Tourism Route Planning in the Chaohu Lake Area Based on Multi-Objective Combination Optimization
摘要
Abstract
Traditional tourism route planning typically considers factors such as travel costs,transportation time,and distance,but often fails to sufficiently account for tourists'preferences and demands,making it difficult to design routes that meet individual needs.Based on an analysis of the current conditions of scenic spots in the Chaohu Lake area,a tourism route planning model was constructed using multi-objective combination optimization.This model incorporates factors such as tourists'preferences for scenic spots,scenic spot crowding levels,transportation time,and tour duration.Additionally,an improved ant colony algorithm was developed.Experiments were conducted using 15 typical scenic spots rated 3A and above in the Chaohu Lake area as the main focus of the case study,with the scope later expanded to include Hefei city.Compared to routes generated by benchmark algorithms,the results indicate that the designed tourism routes,although slightly longer in transportation time,better align with tourists'actual travel needs,improve travel efficiency,and enhance the intelligent service capabilities of local tourism.关键词
旅游路线规划/多目标优化/蚁群算法Key words
tourism route planning/multi-objective optimization/ant colony algorithm分类
管理科学引用本文复制引用
陈丽萍,何舒平,韦良芬,李小荣..基于多目标组合优化的环巢湖区域旅游路线规划研究[J].巢湖学院学报,2025,27(3):1-9,9.基金项目
安徽省教育厅自然科学重点研究项目(项目编号:KJ2021A1028、KJ2021A1030) （项目编号:KJ2021A1028、KJ2021A1030）
巢湖学院校级重点科学研究项目(项目编号:XLZ-202106) （项目编号:XLZ-202106）
