Artificial Bee Colony Algorithm Applied to improve the real-time automatic traffic navigation / 人工蜂群演算法應用於改善即時路況自動導航之研究

碩士 / 國立嘉義大學 / 資訊工程學系研究所 / 103 / Intelligent transportation system (ITS) is the use advanced information, control, communications, vehicles and machinery and other technologies in a variety of transportation systems, to improve transport capacity, to make the limited transportation resources to maximize effectiveness and efficiency. In the automatic navigation, the shortest path is an important issue. However, General algorithm to calculate the shortest path when not taking into consideration the actual traffic, this paper presents the method that using Artificial Bee Colony algorithm to improve the real-time traffic automatic navigation. There are two algorithms are proposed for travel time prediction: the ABC and Dijkstra-based model. Simulation result for roads in Taiwan show that the method proposed can help to avoid the traffic congestion.

Identiferoai:union.ndltd.org:TW/103NCYU5392020
CreatorsTing-Wei Lee, 李廷威
ContributorsYen-Chu Hung, 洪燕竹
Source SetsNational Digital Library of Theses and Dissertations in Taiwan
Languagezh-TW
Detected LanguageEnglish
Type學位論文 ; thesis
Format50

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