Integrated Parametric Graph Closure and Branch-and-Cut Algorithm for Open Pit Mine Scheduling under Uncertainty
نویسندگان
چکیده
Open pit mine production scheduling is a computationally expensive large-scale mixed-integer linear programming problem. This research develops efficient algorithm to solve open problems under uncertain geological parameters. The proposed solution approach for two-stage process. stochastic problem iteratively solved in the first stage after relaxing resource constraints using parametric graph closure algorithm. Finally, branch-and-cut applied respect constraints, which might be violated during of Six small-scale from iron and copper mines were used validate model. results demonstrated that method could significantly improve computational time with reasonable optimality gap (the maximum 4%). In addition, tested industrial-scale data compared its deterministic show net present value model improved by 6%
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ژورنال
عنوان ژورنال: Mining
سال: 2022
ISSN: ['2673-6489']
DOI: https://doi.org/10.3390/mining2010003