A diversified Tabu search approach for the open-pit mine production scheduling problem with metal uncertainty

被引:128
作者
Lamghari, Amina [1 ]
Dimitrakopoulos, Roussos [1 ]
机构
[1] McGill Univ, COSMO Stochast Mine Planning Lab, Montreal, PQ H3A 2A7, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Scheduling; Open-pit mining; Uncertainty; Metaheuristics; Tabu search; Diversification; ALGORITHM;
D O I
10.1016/j.ejor.2012.05.029
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper presents a metaheuristic solution approach based on Tabu search for the open-pit mine production scheduling problem with metal uncertainty. To search the feasible domain more extensively, two different diversification strategies are used to generate several initial solutions to be optimized by the Tabu search procedure. The first diversification strategy exploits a long-term memory of the search history. The second one relies on the variable neighborhood search method. Numerical results on realistic large-scale instances are provided to indicate the efficiency of the solution approach to produce very good solutions in relatively short computational times. (C) 2012 Elsevier B.V. All rights reserved.
引用
收藏
页码:642 / 652
页数:11
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