Secure Travel Planning Using a Heuristic Algorithm

Ali Jamal Mahdi, D. Esztergár-Kiss
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引用次数: 0

Abstract

Security perception in the urban area has a significant effect on travel behaviour, preferences, and tour planning. The perceptions of security risks can vary depending on factors, such as age, gender, and previous experiences. This study aims to consider security risks when developing travel plans and schedules for various activities. An improved heuristic algorithm, based on the Travelling Salesman Problem with security parameter and flexibility aspects, is proposed. Public transport is considered in three situations: fixed, flexible, and flexible-security situations. The outcomes demonstrate that the flexible situation significantly decreases travel times by 21% compared to the basic (fixed) situation. At the same time, with a slightly increased travel time the security risk can be avoided in the flexible-security situation. Travelers can enjoy a higher quality of travelling and enhanced personal experience by minimizing the journey duration and the impact of security risks on the tour schedule. The proposed method provides significant benefits for transport operators by increasing the efficiency of the transportation system and higher customer satisfaction.
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使用启发式算法进行安全旅行规划
城市地区的安全感对旅行行为、偏好和旅游规划有重要影响。对安全风险的感知会因年龄、性别和以往经验等因素而有所不同。本研究旨在为各种活动制定旅行计划和日程时考虑安全风险。在旅行推销员问题的基础上,结合安全参数和灵活性,提出了一种改进的启发式算法。研究考虑了三种情况下的公共交通:固定情况、灵活情况和灵活-安全情况。结果表明,与基本(固定)情况相比,灵活情况下的旅行时间大幅减少了 21%。同时,在灵活安全的情况下,虽然旅行时间略有增加,但可以避免安全风险。通过最大限度地缩短旅行时间和减少安全风险对旅行日程的影响,旅客可以享受到更高的旅行质量和更好的个人体验。所提出的方法可提高运输系统的效率和客户满意度,从而为运输运营商带来巨大收益。
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来源期刊
Periodica Polytechnica Transportation Engineering
Periodica Polytechnica Transportation Engineering Engineering-Automotive Engineering
CiteScore
2.60
自引率
0.00%
发文量
47
期刊介绍: Periodica Polytechnica is a publisher of the Budapest University of Technology and Economics. It publishes seven international journals (Architecture, Chemical Engineering, Civil Engineering, Electrical Engineering, Mechanical Engineering, Social and Management Sciences, Transportation Engineering). The journals have free electronic versions.
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