基于嵌套logit模型的城市旅游交通组合模型

IF 3.2 Q2 AUTOMATION & CONTROL SYSTEMS Systems Science & Control Engineering Pub Date : 2022-10-16 DOI:10.1080/21642583.2022.2132544
Gao Jian-jie, Wang Yong-li, Zhou Jun-chao, Shao Yi-ming
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引用次数: 0

摘要

传统的基于多项逻辑的组合模型无法反映城市旅游目的地的嵌套结构。因此,本文建立了基于嵌套逻辑的旅游需求分布与交通分配组合的变分不等式模型。通过一阶优化条件,证明了交通量分配和运输分配满足组合平衡条件。基于MSA算法,设计了模型的求解算法,并在黄山市一个简化的旅游客运网络中验证了模型和算法的可行性。计算结果表明,本文提出的变分不等式模型可以同时得到客流量分布和交通分配,同时与多项logit相比,嵌套logit结构充分考虑了酒店和景点的吸引力尺度,更符合游客在选择交通路线时的选择行为。此外,游客的时间价值类型对综合旅游阻抗有很大的影响,这意味着在实际应用中,有必要合理确定各交通线路中游客的时间价值类型。
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Combination model of urban tourism transportation based on nested logit model
ABSTRACT The traditional combination model based on multinomial logit is incapable of reflecting the nested structure of urban tourism destinations. Therefore, this paper established a variational inequality model of the combination of tourism demand distribution and transportation assignment based on nested logit. Through the first-order optimization conditions, it proved that the volume of travel distribution and transport assignment could meet the combination equilibrium conditions. Based on the MSA algorithm, it designed the solution algorithm of the model and verified the feasibility of the model and algorithm in a simplified tourism passenger transport network in Huangshan City. The calculation results show that the variational inequality model proposed in this paper can obtain the volume of travel distribution and transportation assignment at the same time, meanwhile compared with the multinomial logit, the nested logit structure fully considers the attraction measure of hotel and scenic spots, which is more in line with the choice behavior of tourists when choosing transportation route. In addition, the time value type of tourists has a great impact on the comprehensive tourism impedance which means that in the practical application, it is necessary to determine the time value type of tourists in each transportation routinereasonably.
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来源期刊
Systems Science & Control Engineering
Systems Science & Control Engineering AUTOMATION & CONTROL SYSTEMS-
CiteScore
9.50
自引率
2.40%
发文量
70
审稿时长
29 weeks
期刊介绍: Systems Science & Control Engineering is a world-leading fully open access journal covering all areas of theoretical and applied systems science and control engineering. The journal encourages the submission of original articles, reviews and short communications in areas including, but not limited to: · artificial intelligence · complex systems · complex networks · control theory · control applications · cybernetics · dynamical systems theory · operations research · systems biology · systems dynamics · systems ecology · systems engineering · systems psychology · systems theory
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