Multi-Objective Optimization of a Ridesharing System Performance
نام عام مواد
[Thesis]
نام نخستين پديدآور
Azadani, Mohammad Nasr
نام ساير پديدآوران
Martinelli, David
وضعیت نشر و پخش و غیره
نام ناشر، پخش کننده و غيره
West Virginia University
تاریخ نشرو بخش و غیره
2020
يادداشت کلی
متن يادداشت
112 p.
یادداشتهای مربوط به پایان نامه ها
جزئيات پايان نامه و نوع درجه آن
M.Sc.
کسي که مدرک را اعطا کرده
West Virginia University
امتياز متن
2020
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
Ridesharing is a shared vehicle service with the potential to meet the growing travel demand due to population increase, economic growth, and shortage in transportation infrastructure capacity. Compared to the current system of predominantly using personal vehicles, ridesharing services reduce the number of vehicles while providing mobility services to the same number of people with no additional investment in the transportation infrastructure. One of the big challenges in implementing ridesharing services is matching drivers and riders. Conflicts between matching-objectives to comply with the interests of diverse stakeholders influence the efficiency of ridesharing in a transportation system. This study investigates the conflicts between two ridesharing matching-objectives minimization of systemwide Trip Time (TT) and minimization of systemwide Vehicle Miles Traveled (VMT) by adopting a multi-objective optimization technique. The optimization results indicate that it is possible to have an acceptable reduction in TT and VMT by optimizing the conflicts between conflicting objectives in a ridesharing system. Tradeoff analysis indicates the benefits of a multi-objective optimization model in a ridesharing system by optimizing ridesharing system performance considering multiple conflicting matching-objectives.
اصطلاحهای موضوعی کنترل نشده
اصطلاح موضوعی
Car pools
اصطلاح موضوعی
Civil engineering
اصطلاح موضوعی
Consumption
اصطلاح موضوعی
Data analysis
اصطلاح موضوعی
Optimization techniques
اصطلاح موضوعی
Public transportation
اصطلاح موضوعی
Ride sharing services
اصطلاح موضوعی
Roads & highways
اصطلاح موضوعی
Traffic congestion
اصطلاح موضوعی
Transportation planning
اصطلاح موضوعی
Transportation services
اصطلاح موضوعی
Travel
اصطلاح موضوعی
Vehicles
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )