Replicated my ad-hoc optimiation with JuMP!

hdrake / OptimizeClimate

MOVED TO http://github.com/ClimateMARGO/ClimateMARGO.jl

http://github.com/ClimateMARGO/ClimateMARGO.jl

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Replicated my ad-hoc optimiation with JuMP! #11

Closed hdrake closed 4 years ago

hdrake commented 4 years ago

I replicated the optimization in the basic example notebook basic_example.ipynb with a modified verson of @alanedelman's proof-of-concept using the JuMP package for non-linear optimization (see JuMP_model.ipynb). It reproduces the optimal trajectories exactly (by eye) with a substantial 100x speed-up! My basic steepest descent (with momentum) algorithm took 8.4 second versus 0.09 seconds using JuMP.

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