Optimal Route Planning System for Logistics Vehicles Based on Artificial Intelligence,ERICDATA高等教育知識庫
高等教育出版
熱門: 崔雪娟  王美玲  李明昆  王善边  黃昱倫  黃乃熒  
高等教育出版
首頁 臺灣期刊   學校系所   學協會   民間出版   大陸/海外期刊   政府機關   學校系所   學協會   民間出版   DOI註冊服務
閱讀全文
篇名
Optimal Route Planning System for Logistics Vehicles Based on Artificial Intelligence
並列篇名
Optimal Route Planning System for Logistics Vehicles Based on Artificial Intelligence
作者 Wu-Chih HuHsin-Te WuHsin-Hung ChoFan-Hsun Tseng
英文摘要
E-commerce businesses have enjoyed drastic growth in sales numbers; subsequently, logistics businesses, who stands at the end of this commercial chain, have been receiving a rising number of service requests. The system utilizes Google Maps and its “multiple destination” function to search for possible routes. The routes undergo a multilayer perceptron model for traffic condition simulation. Finally, the system applies Dijkstra’s algorithm to identify the optimal route. The proposed system bears the following features: (1) a multilayer perceptron model is created using the history of traffic conditions; (2) the route planning considers traffic condition prediction based on the expected time of travel; (3) the optimal route is calculated using Dijkstra’s algorithm based on vehicle speed; (4) the system can include multiple destinations in its calculation, providing comprehensive travel plan for the logistics vehicle; (5) the system allows logistics business operators to keep track of their vehicles’ whereabouts and current traveling route. The system was implemented during experiments and proven to be feasible as well as effective in reducing idle driving and enhancing transportation efficiency. It is verified that the suggested system in this study has shown an outstanding performance from the experimental results; hence, the suggested system is capable of applying in realistic industry conditions.
起訖頁 757-764
關鍵詞 Path planningArtificial intelligenceMultilayer perceptronInternet of vehicles
刊名 網際網路技術學刊  
期數 202005 (21:3期)
出版單位 台灣學術網路管理委員會
DOI 10.3966/160792642020052103013   複製DOI
QR Code
該期刊
上一篇
The Impact of Gender and Locus of Control Differences on Hyperlinked Content Used
該期刊
下一篇
The Demodulating and Encoding Heritage (DEH) Platform for Mobile Digital Culture Heritage (M-DCH)

高等教育知識庫  閱讀計畫  教育研究月刊  新書優惠  

教師服務
合作出版
期刊徵稿
聯絡高教
高教FB
讀者服務
圖書目錄
教育期刊
訂購服務
活動訊息
數位服務
高等教育知識庫
國際資料庫收錄
投審稿系統
DOI註冊
線上購買
高點網路書店 
元照網路書店
博客來網路書店
教育資源
教育網站
國際教育網站
關於高教
高教簡介
出版授權
合作單位
知識達 知識達 知識達 知識達 知識達 知識達
版權所有‧轉載必究 Copyright2011 高等教育文化事業股份有限公司  All Rights Reserved
服務信箱:edubook@edubook.com.tw 台北市館前路 26 號 6 樓 Tel:+886-2-23885899 Fax:+886-2-23892500