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Data Structures for a Web-based Traf...

Shi, Xuan.

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Data Structures for a Web-based Traffic Simulation Platform For Research and Education.

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Data Structures for a Web-based Traffic Simulation Platform For Research and Education./
作者:	Shi, Xuan.
面頁冊數:	144 p.
附註:	Source: Dissertation Abstracts International, Volume: 76-09(E), Section: B.
Contained By:	Dissertation Abstracts International76-09B(E).
標題:	Civil engineering. -
電子資源:	http://pqdd.sinica.edu.tw/twdaoapp/servlet/advanced?query=3689696
ISBN:	9781321692846

Data Structures for a Web-based Traffic Simulation Platform For Research and Education.
Shi, Xuan.

Data Structures for a Web-based Traffic Simulation Platform For Research and Education. - 144 p.

Source: Dissertation Abstracts International, Volume: 76-09(E), Section: B.

Thesis (Ph.D.)--The University of Wisconsin - Madison, 2015.

This research intends to design and develop a traffic simulation platform for the purposes of research and education. After briefly reviewing traffic simulation and existing simulation approaches, the general procedure of conducting traffic simulation from the perspective of a transportation researcher is analyzed. With the specific needs in data requirements, modeling, etc. addressed, state-of-the-art software engineering design patterns such as Model-View-Controller, inversion of control, etc. are introduced to support such a simulation platform. Data structure and architecture are thereby proposed and implemented.

ISBN: 9781321692846Subjects--Topical Terms:

860360
Civil engineering.

Data Structures for a Web-based Traffic Simulation Platform For Research and Education.
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500 $a Adviser: Bin Ran.
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520 $a This research intends to design and develop a traffic simulation platform for the purposes of research and education. After briefly reviewing traffic simulation and existing simulation approaches, the general procedure of conducting traffic simulation from the perspective of a transportation researcher is analyzed. With the specific needs in data requirements, modeling, etc. addressed, state-of-the-art software engineering design patterns such as Model-View-Controller, inversion of control, etc. are introduced to support such a simulation platform. Data structure and architecture are thereby proposed and implemented.
520 $a A highly open and flexible data structure is presented, along with a compact GIS model for traffic simulation that separates geometry and vehicle movements. A plug-in framework that supports such flexibility is devised with the intention to allow user to inject and customize simulation models efficiently.
520 $a Six algorithmic models are extracted out of generic traffic simulation procedure. They are simulation model, lane-changing model, car-following model, vehicle propagation model, random generation model, and routing model. Each of these models are replaceable plug-in in the platform to execute traffic simulation. Together with two non-parameter attributes functions, dynamic vehicle and driver properties, they consists the core part in running simulation on the platform.
520 $a TripSim (https://www.github.com/tripsim/trafficsim) are created as reference implementation.
590 $a School code: 0262.
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