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Miner Ants Colony: A New Approach to Solve a Mine Planning Problem

机译:矿工蚂蚁殖民地:一种解决矿山规划问题的新方法

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In this paper we introduce a simple ant-based algorithm for solving a copper mine planning problem. In the last 10 years this real-world problem has been tackled using linear integer programming and constraint programming. However, because it is a large scale problem, the model must be simplified by relaxing many constraints in order to obtain a near-optimal solution in a reasonable time. We now present an algorithm which takes into account most of the problem constraints and it is able to find better feasible solutions than the approach that has been used until now.
机译:本文介绍了一种简单的基于蚂蚁的算法来解决铜矿规划问题。在过去的10年中,使用线性整数编程和约束编程来解决这个现实问题。然而,由于它是一个大规模的问题,因此必须通过放松许多约束来简化模型,以便在合理的时间内获得近最佳解决方案。我们现在提出了一种考虑到大多数问题约束的算法,并且能够找到比以前所使用的方法更好的可行解决方案。

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