An imperialist competitive algorithm for solving the production scheduling problem in open pit mine

Q4 Earth and Planetary Sciences
M. M. Asl, J. Sattarvand
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引用次数: 12

Abstract

Production scheduling (planning) of an open-pit mine is the procedure during which the rock blocks are assigned to different production periods in a way that the highest net present value of the project achieved subject to operational constraints. The paper introduces a new and computationally less expensive meta-heuristic technique known as imperialist competitive algorithm (ICA) for long-term production planning of open pit mines. The proposed algorithm modifies the original rules of the assimilation process. The ICA performance for different levels of the control factors has been studied and the results are presented. The result showed that ICA could be efficiently applied on mine production planning problem.
求解露天矿生产调度问题的帝国主义竞争算法
露天矿的生产调度(计划)是指在受经营约束的情况下,以使项目的净现值达到最高的方式,将岩石块分配到不同的生产阶段的过程。本文介绍了一种新的、计算成本较低的元启发式技术,即帝国主义竞争算法(ICA),用于露天矿山的长期生产规划。该算法对原有的同化过程规则进行了改进。研究了不同水平的控制因素对ICA性能的影响,并给出了结果。结果表明,该方法可以有效地应用于矿山生产规划问题。
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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来源期刊
International Journal of Mining and Geo-Engineering
International Journal of Mining and Geo-Engineering Earth and Planetary Sciences-Geotechnical Engineering and Engineering Geology
CiteScore
0.80
自引率
0.00%
发文量
0
审稿时长
12 weeks
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