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hdrake / OptimizeClimate

MOVED TO http://github.com/ClimateMARGO/ClimateMARGO.jl
http://github.com/ClimateMARGO/ClimateMARGO.jl
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JuMPify optimization algorithm #8

Closed hdrake closed 4 years ago

hdrake commented 4 years ago

I need to JuMPify the optimization algorithm in the main code block, based on Alan's proof-of-concept notebook https://github.com/hdrake/OptimizeClimate/blob/master/JuMP_model.ipynb. Should offer speed-ups of 10-50x, based on some rough benchmarking.

hdrake commented 4 years ago

I replicated my algorithm with JuMP optimization, getting 50-100x speed-up (see notebook)! Unclear if it's worth going much further and putting the JuMP optimization into the master source code since it seems to be much less flexible (e.g. unclear how to generalize objective function if it is the solution of a system of ODEs).