Travel Route Optimization Using Dynamic Programming

Yoe One Ariestya Niovitta, R. Sarno
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Abstract

This paper provides research result in determining the optimal route sequence of destination and travel time on tourism buses with the same start-end point to improve tourism services and operational cost savings. The tourism bus service that will be discussed in this research is the tourism bus belonging to the Department of Culture and Tourism (Disbudpar) Surabaya, namely Surabaya Shopping and Culinary Track (SSCT) bus. SSCT bus currently has only two regular routes, namely Museum Track and Maritime Track, and will increase to several other routes type depends on annual tourism events in Surabaya. Unfortunately, in the calculation of this location is still manual so it allows some disadvantages, and if additional route type also still done manually, this mistake will happen repeatedly. Therefore, in this study the calculation of the optimal distance and travel time of SSCT bus will do in the basic formula of the Dynamic Programming method. The used main parameters are distance and time on road between tourist destinations, while traffic congestion as a limitations of the problem in this study. The final results of this study shows that time on road on the Museum Track and the Maritime Track can be saved up to 58% and 25% compared to the current manual time on road calculations. It certainly will help Disbudpar Surabaya in making the best decision in improving SSCT bus service.
基于动态规划的出行路线优化
为提高旅游服务质量和节约运营成本,确定具有相同起点和终点的旅游巴士的最优目的地路线序列和行程时间提供了研究成果。本研究将讨论的旅游巴士服务是属于泗水文化和旅游部(Disbudpar)的旅游巴士,即泗水购物和烹饪轨道(SSCT)巴士。SSCT巴士目前只有两条常规路线,即博物馆路线和海上路线,并将根据泗水每年的旅游活动增加到其他几条路线类型。不幸的是,在此位置的计算仍然是手工的,所以它允许一些缺点,如果额外的路由类型也仍然手工完成,这种错误会反复发生。因此,在本研究中,SSCT客车的最优距离和行驶时间的计算将在动态规划方法的基本公式中进行。使用的主要参数是旅游目的地之间的道路距离和时间,而交通拥堵是本研究问题的局限性。这项研究的最终结果表明,与目前人工计算的道路时间相比,博物馆轨道和海事轨道的道路时间可节省58%和25%。这肯定会帮助泗水迪布巴做出改善SSCT巴士服务的最佳决策。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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