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Metaheuristic Method for Transport Modelling and Optimization

机译:元启发式运输建模与优化方法

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Public transport is a shared passenger transport service, which is available for use by general public. The operational efficiency of public transport is essential to provide good service. Therefore it needs to be optimized. The main public transport between cities, up to 1000 km, are trains and buses. It is important for transport operators to know how many peoples will use it. In this paper we propose a model of public transport. The problem is defined as multi-objective optimization problem. The two goals are minimum transportation time for all passengers and minimal price. We apply ant colony optimization approach to model the passenger flow. The model shows how many passengers will use a train and how many will use a bus according what is more important for them, the price or the time.
机译:公共交通是共享的客运服务,可供公众使用。公共交通的运营效率对于提供优质服务至关重要。因此,需要对其进行优化。往返于城市之间的主要公共交通工具为火车和公共汽车,最长可达1000公里。对于运输运营商来说,知道有多少人会使用它很重要。在本文中,我们提出了一种公共交通模型。该问题被定义为多目标优化问题。这两个目标是所有乘客的最短运输时间和最低价格。我们应用蚁群优化方法对客流进行建模。该模型根据对他们来说更重要的因素,价格或时间显示出有多少乘客乘坐火车,有多少乘客乘坐公共汽车。

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