A hybrid SA-POMDP framework for adaptive mine planning under geological uncertainty reduces the expectation-reality gap from 22.3% to 4.6% and improves realized NPV by up to USD44.6M compared with conventional one-shot stochastic optimization.
Managing Geological Uncertainty in Critical Mineral Supply Chains: A POMDP Approach with Application to U.S
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Adaptive mine planning under geological uncertainty: A POMDP framework for sequential decision-making
A hybrid SA-POMDP framework for adaptive mine planning under geological uncertainty reduces the expectation-reality gap from 22.3% to 4.6% and improves realized NPV by up to USD44.6M compared with conventional one-shot stochastic optimization.