A predict-then-optimize pipeline using a convex neural network, mixed-integer programming, and chance-constrained robust optimization plans drone swarm firefighting in simulations and outperforms two baselines.
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Using Drone Swarm to Stop Wildfire: A Predict-then-optimize Approach
A predict-then-optimize pipeline using a convex neural network, mixed-integer programming, and chance-constrained robust optimization plans drone swarm firefighting in simulations and outperforms two baselines.