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Re:Gradient Free Optimizers: A collection of modern optimiza... by optimalsolver on Sunday February 28, 2021 @09:34AM (#26293637)
Not OP, but you can't go wrong with randomized/stochastic hill-climbing.It's actually very competitive with complex, fancy genetic algorithms:

https://core.ac.uk/download/pdf/37767541.pdf

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