NLopt.jl Alternatives
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NLopt.jl reviews and mentions
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Help me to choose an optimization framework for my problem
So I usually fallback to NLopt.jl, it is an interface around the old NLopt library (written in C/FORTRAN/C++). It is not super hard to use but it is more bare bones than the alternatives you mentioned, however it has dozens of optimization methods and options, great documentation and it is super fast. I am sure it would work great with your problem if you are willing to spend the time to tweak its configuration option.
Stats
JuliaOpt/NLopt.jl is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of NLopt.jl is Julia.
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