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Learning on Graphs for Mineral Asset Valuation Under Supply and Demand Uncertainty
Valuing mineral assets is a challenging task that is highly dependent on the supply (geological) uncertainty surrounding resources and reserves, and the uncertainty of demand (commodity prices).
Learning to Schedule Heuristics for the Simultaneous Stochastic Optimization of Mining Complexes
By learning from data describing the performance of the heuristics, a problem-specific ordering of heuristics that collectively finds better solutions faster is obtained.
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