Optimal control approaches for open pit planning
This work tackles the open pit planning problem in an optimal control framework. We study the optimality conditions for the so-called continuous formulation using Pontryagin’s Maximum Principle, and introduce a new, semi-continuous formulation that can handle the optimization of a two-dimensional mi...
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Veröffentlicht in: | Optimization and engineering 2023-12, Vol.24 (4), p.2887-2909 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | This work tackles the open pit planning problem in an optimal control framework. We study the optimality conditions for the so-called continuous formulation using Pontryagin’s Maximum Principle, and introduce a new, semi-continuous formulation that can handle the optimization of a two-dimensional mine profile. Numerical simulations are provided for several test cases, including global optimization for the one-dimensional final open pit, and first results for the two-dimensional sequential open pit. Theses indicate a good consistency between the different approaches, and with the theoretical optimality conditions. |
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ISSN: | 1389-4420 1573-2924 |
DOI: | 10.1007/s11081-023-09797-w |