Multi-Objective Optimization of a Ridesharing System Performance

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" Multi-Objective Optimization of a Ridesharing System Performance "
Azadani, Mohammad Nasr Martinelli, David

Document Type	:	Latin Dissertation
Language of Document	:	English
Record Number	:	1058794
Doc. No	:	TL57911
Main Entry	:	Azadani, Mohammad Nasr
Title & Author	:	Multi-Objective Optimization of a Ridesharing System Performance\ Azadani, Mohammad NasrMartinelli, David
College	:	West Virginia University
Date	:	2020
Degree	:	M.Sc.
student score	:	2020
Note	:	112 p.
Abstract	:	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.
Descriptor	:	Car pools
	:	Civil engineering
	:	Consumption
	:	Data analysis
	:	Optimization techniques
	:	Public transportation
	:	Ride sharing services
	:	Roads highways
	:	Traffic congestion
	:	Transportation planning
	:	Transportation services
	:	Travel
	:	Vehicles
Added Entry	:	Martinelli, David
Added Entry	:	West Virginia University