Bike-Sharing Static Rebalancing by Considering the Collection of Bicycles in Need of Repair
المؤلفون المشاركون
Huang, Zhongxiang
Zhang, Sheng
Xiang, Guanhua
المصدر
Journal of Advanced Transportation
العدد
المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-18، 18ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2018-09-13
دولة النشر
مصر
عدد الصفحات
18
التخصصات الرئيسية
الملخص EN
Bike-sharing systems, which are used in many cities worldwide, need to maintain a balance between the availability of bicycles and the availability of unoccupied bicycle slots.
This paper presents an investigation of the net flow of each bike-sharing station in Jersey City.
The data was recorded at 1-minute intervals.
The sum of the initial bicycle number and the minimum net flow value was determined to be the demand for static rebalancing, and this led to the proposal of a bike-sharing demand prediction method based on autoregressive integrated moving average models.
Considering that the existence of bicycles in a state of disrepair may adversely affect demand prediction and routine planning, we present an integer linear programming formulation to model bike-sharing static rebalancing.
The proposed formulation takes into account the problem introduced by the need to collect bicycles in need of repair.
A hybrid Discrete Particle Swarm Optimization (DPSO) algorithm was proposed to solve the model, which incorporates a reduced variable neighborhood search (RVNS) functionality together with DPSO to improve the global optimization performance.
The effectiveness of the algorithms was verified by a detailed numerical example.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhang, Sheng& Xiang, Guanhua& Huang, Zhongxiang. 2018. Bike-Sharing Static Rebalancing by Considering the Collection of Bicycles in Need of Repair. Journal of Advanced Transportation،Vol. 2018, no. 2018, pp.1-18.
https://search.emarefa.net/detail/BIM-1181710
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhang, Sheng…[et al.]. Bike-Sharing Static Rebalancing by Considering the Collection of Bicycles in Need of Repair. Journal of Advanced Transportation No. 2018 (2018), pp.1-18.
https://search.emarefa.net/detail/BIM-1181710
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhang, Sheng& Xiang, Guanhua& Huang, Zhongxiang. Bike-Sharing Static Rebalancing by Considering the Collection of Bicycles in Need of Repair. Journal of Advanced Transportation. 2018. Vol. 2018, no. 2018, pp.1-18.
https://search.emarefa.net/detail/BIM-1181710
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1181710
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