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Dijkstra algorithm interactive training software development for network analysis applications in GIS

机译:Dijkstra算法交互式培训软件在GIS中的网络分析应用开发

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摘要

Process of route optimization is one of the basic applications of Network Analyses in Geographic Information Systems. In mathematical background of network analysis applications are graph theory and graph algorithms. Primary graph algorithm employed in process of route optimization is Dijkstra's Algorithm. Dijkstra's Algorithm is placed on the top of linear methods which yield exact solutions. Geographic Information Systems analyses such as the shortest route, the shortest duration and route with the least traffic are solved through Dijkstra's Algorithm. In this study, an interactive training software program, developed for educational use in Geographic Information Systems and Graph Theory classes at postgraduate degree, is introduced. This software provides students with the opportunity to use Dijkstra's Algorithm on graphs which they have designed by themselves and teaches details of algorithm, its working principles and structure of data to them, step by step, through interactive messages and graphics.
机译:路线优化过程是地理信息系统中网络分析的基本应用之一。在网络分析的数学背景下,应用了图论和图算法。路线优化过程中采用的主要图算法是Dijkstra算法。 Dijkstra的算法位于产生精确解的线性方法的顶部。地理信息系统分析,例如最短路线,最短持续时间和交通最少的路线,都可以通过Dijkstra算法求解。在这项研究中,介绍了一种交互式培训软件程序,该程序开发用于研究生学位的地理信息系统和图论课程以供教育使用。该软件为学生提供了在自己设计的图形上使用Dijkstra算法的机会,并通过交互式消息和图形逐步向他们传授算法的细节,算法的工作原理和数据结构。

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