Hello! Does the Julia community have a yearly contest between different optimization libraries against hidden benchmark problems?

No. But you may be interested in: https://plato.asu.edu/bench.html [image] AC Optimal Power Flow in Various Nonlinear Optimization Frameworks Optimization (Mathematical) As a follow up to my NLP modeling survey post , I am please to announce the release of the Rosetta OP…

Hmmm… Would this be of interest to the Julia community?

What optimization libraries? Modeling languages? Solvers? Solvers with different parameter choices? Doing this well is time consuming and difficult. How would you choose the hidden problems? You might consider instead contributing to SciMLBenchmarks.jl: Benchmarks for Scientific Machine Learning (…

I think something like the Mittelmann benchmarks in Julia for popular solvers and optimization packages would be quite useful and quite distinct from the DiffEq-focused SciML benchmarks.

I don’t plan to setup things for things like linear programming, mixed integer linear programming, etc., but if there’s a PR to the benchmarks repo we’d be happy to have it use the machines and help maintain it.

Related: One stop shop for benchmark optimization problems? ANN: SolverBenchmark.jl ANN: NLPModels.jl v0.1.0

Yearly comparison of Optimization Libraries

Specific Domains Optimization (Mathematical)

gdalle May 23, 2024, 11:59am 7

One stop shop for benchmark optimization problems?
ANN: SolverBenchmark.jl
ANN: NLPModels.jl v0.1.0

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