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Open Pit Transport Path Optimization Method Based on Improved Ant Colony Algorithm

机译:基于改进蚁群算法的露天矿运输路径优化方法

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In order to optimize the open-pit mine transport system,improve transport efficiency and reduce energy consumption,the paper through the introduction of cluster algorithm in optimizing the transportation path,introduces its basic principle,based on the mathematical model;it proposed the improvement algorithm and its implementation steps and methods.According to the basic ant group algorithm efficiency is low,the shortcomings of premature stagnation and combined with the actual characteristics of the mine stope,ant colony algorithm,the authors put forward new transfer principle and pheromone global updating method,the algorithm in convergence speed and has strong capability of global optimization.In order to open pit mine as the example to construct the pit road network model,through the establishment of improved ant colony algorithm for optimal transport path,and then for the surface mine choose reasonable transport routes to provide reference.
机译:为了优化露天矿运输系统,提高运输效率,降低能耗,本文通过引入聚类算法优化运输路径,在数学模型的基础上介绍了其基本原理,提出了改进算法针对蚂蚁群算法基本效率低,停滞的缺点,结合矿场的实际特点,蚁群算法,提出了新的转移原理和信息素全局更新方法。该算法收敛速度快,具有较强的全局优化能力。以露天矿为例,建立矿井路网模型,通过建立改进的蚁群算法求解最优的运输路径,再用于地表矿井。选择合理的运输路线以提供参考。

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