A method for solving the open-pit mine production scheduling problem using the constraint programming paradigm

Author:

Zuenko Alexander,Oleynik Yurii,Makedonov Roman

Abstract

Abstract A method is developed to solve the problem of open-pit mine production scheduling, which is based on Constraint Programming and is used in working out an optimal plan of mining operations, taking into account heterogeneous economical, technological and some others requirements imposed by the customer. An original model is proposed to represent the problem considered as a constraint satisfaction problem. As the customer may verify the requirements, the domain model should enable addition of the new constraints and/or eliminate the existing ones. With the domain model being developed, the method proposed makes it possible to reach accurate solutions at the expense of highly effective reduction algorithms for each type of constraints and at the expense of specialized heuristics for non-perspective alternatives reduction in a search tree. The approach proposed enables addition of different constraints, even those for which it is difficult to find an analytical expression.

Publisher

IOP Publishing

Subject

General Physics and Astronomy

Reference17 articles.

1. LP-based disaggregation approaches to solving the open pit mine production scheduling problem with block processing selectivity;Boland;Comp. and Op. Res,2009

2. Application of Optimisation Techniques in Open Pit Mining;Caccetta;Hand. of Op. Res. in Nat. Res. Int. Ser. in Op. Res.,2007

3. A New Algorithm for the Open-Pit Mine Production Scheduling Problem;Chicoisne;Op. Res.,2012

4. A new linear programming approach to determining risk-quantified open pit mine production schedules incorporating mineral resource classification categories;Dagdelen,2017

5. Analytical properties of the feasible and optimal profiles in the binary programming formulation of open pit;Molina,2017

Cited by 1 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Open Pit Mine Production Scheduling using New Global Constraint;2022 IEEE International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON);2022-11-11

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3