Optimization of Airport Shuttle Bus Routes Based on Travel Time Reliability
المؤلفون المشاركون
Bao, Danwen
Gu, Jiayu
Di, Zhiwei
Zhang, Tianxuan
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-12، 12ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-04-30
دولة النشر
مصر
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
An optimization model of airport shuttle bus routes is constructed by taking operational reliability maximization as a main goal in this paper.
Also, a hybrid genetic algorithm is designed to solve this problem.
Then the theoretical method is applied to the case of Nanjing Lukou International Airport.
During the research, a travel time reliability estimation method is proposed based on back propagation (BP) neural network.
Absolute error and regression fitting methods are used to test the measurement results.
It is proved that this method has higher accuracy and is applicable to calculate airport bus routes reliability.
In algorithm design, the hill-climbing algorithm with strong local search ability is integrated into genetic algorithm.
Initial solution is determined by hill-climbing algorithm so as to avoid the search process falling into a local optimal solution, which makes the accuracy of calculation result improved.
However, the calculation results show that the optimization process of hybrid genetic algorithm is greatly affected by both the crossover rate and mutation rate.
A higher mutation rate or lower crossover rate will decrease the stability of the optimization process.
Multiple trials are required to determine the optimal crossover rate and mutation rate.
The proposed method provides a scientific basis for optimizing the airport bus routes and improving the efficiency of airport’s external transportation services.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Bao, Danwen& Gu, Jiayu& Di, Zhiwei& Zhang, Tianxuan. 2018. Optimization of Airport Shuttle Bus Routes Based on Travel Time Reliability. Mathematical Problems in Engineering،Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1206164
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Bao, Danwen…[et al.]. Optimization of Airport Shuttle Bus Routes Based on Travel Time Reliability. Mathematical Problems in Engineering No. 2018 (2018), pp.1-12.
https://search.emarefa.net/detail/BIM-1206164
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Bao, Danwen& Gu, Jiayu& Di, Zhiwei& Zhang, Tianxuan. Optimization of Airport Shuttle Bus Routes Based on Travel Time Reliability. Mathematical Problems in Engineering. 2018. Vol. 2018, no. 2018, pp.1-12.
https://search.emarefa.net/detail/BIM-1206164
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1206164
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر