COSMO — Stochastic Mine Planning Laboratory

2022 Optimization Days (JOPT)

May 16-18, 2022

Montreal, QC

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Session 1: TA2 – Optimization of industrial mining complexes under uncertainty I.

May 17, 2022 10:30 AM – 12:10 PM. Location: Trudeau Corporation.

Link: https://symposia.gerad.ca/jopt2022/en/schedule?slot_id=1925

10:30 AM – 10:55 AM:

Self-learning Hyper-heuristics for the Optimization of Industrial Mining Complexes

Yassine Yaakoubi

10:55 AM – 11:20 AM:

Actor-Critic Reinforcement Learning Applied to Adaptive Shovel Fleet Management in Industrial Mining Complexes

Joao Pedro De Carvalho.

11:20 AM – 11:45 AM:

An actor-critic reinforcement learning framework for simultaneously optimizing a short-term production schedule in a mining complex with an uncertain supply

Zachary Levinson

Session 2: TB2 – Optimization of industrial mining complexes under uncertainty II.

May 17, 2022 03:30 PM – 05:10 PM. Location: Trudeau Corporation.

Link: https://symposia.gerad.ca/jopt2022/en/schedule?slot_id=1926

04:20 PM – 04:45 PM:

Neural Networks meet Optimization: Computational Efficiency for Simultaneous Stochastic Optimization of Mineral Value Chains

(Will) Yi Jiang.