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 Evolutionary Simulation for a Public Transit Digital Ecosystem
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Tác giả hoặc Nhóm tác giả: V. Tran, P. Eklund and C. Cook
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Nơi đăng: MEDES '13 Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems
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; Số: 978-1-4503-2004-7;Từ->đến trang: 25-32;Năm: 2013
Lĩnh vực: Công nghệ thông tin; Loại: Bài báo khoa học; Thể loại: Quốc tế
TÓM TẮT

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ABSTRACT
This paper presents an integrated simulation environment Connected Mobility Digital Ecosystem Simulation (CmdeSim) designed for testing and evaluating trac planning and management systems using multi-objective Evolutionary Algorithm optimization and Bayesian network for bus network
prediction. CmdeSim represents trac data and ows in a local bus network and predicts bus service reliability. A graphical user interface (GUI) allows visualization of the simulation: including animation of vehicle movements on the map route. Simulation is an important element for assessing the performance of alternative designs and is a much cheaper alternative to operational testing as it allows the analysis of the robustness of a design in a much shorter time frame. CmdeSim, which is an simulation based evaluation,
is an o -line tool for testing system designs before implementation and for studying the complex interactions among the components of the public transit system. The developed model in CmdeSim is used for simulation of di fferent bus scenarios and strategies to identify their strengths and weaknesses for optimizing bus service reliability. CmdeSim describes how a public transit system is composed and this
can help understand which are the most important factors and actors that should be included in the Digital Ecosystem for Public Transit Operations in order to make the system self-sustaining
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