Optimization.jl
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SciML
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable inte...
## Checklist - [ ] Appropriate tests were added - [ ] Any code changes were done in a way that does not break public API - [ ] All...
As part of docs updates there should be an addition of how to use this
when using `CMAEvolutionStrategyOpt()` to solve an optimization problem I get loads of stuff printed to the output. Is there a way to prevent this? I tried `verbose=false`, but it does...
OptimizationPolyAlgorithms can become the primary choice by adding these methods, pretty low hanging fruit
The following throws an error, reproduced below, due to `lb = fill(-10, length(params))` being a vector of Ints instead of floats. Could automatic conversion be applied, alternatively, a better error...
**Describe the bug 🐞** Currently the error thrown when a user has not used `OptimizationFunction` is something like `grad not found`. The way to do this would be define a...
## Checklist - [ ] Appropriate tests were added - [ ] Any code changes were done in a way that does not break public API - [ ] All...
3D optimization with `LBFGS` fails. 2D arrays work because adjoint is probably defined. ```julia # ╔═╡ 350d641c-ae24-11ee-018a-b331fe41f5b3 using Optimization, OptimizationOptimisers, OptimizationOptimJL, Zygote # ╔═╡ 4c272f03-4aae-4788-99bd-88e8bb3a8eea f(x, p) = sum(abs2, x)...
- https://github.com/SciML/SciMLDocs/pull/207 - https://github.com/SciML/SciMLDocs/pull/206 - https://github.com/SciML/SciMLDocs/pull/205 - https://github.com/SciML/DiffEqFlux.jl/pull/896 - https://github.com/SciML/DiffEqFlux.jl/pull/895 - https://github.com/SciML/SciMLBase.jl/pull/591 - https://github.com/SciML/SciMLDocs/pull/208 - https://github.com/SciML/ModelingToolkit.jl/pull/2418 - https://github.com/SciML/Catalyst.jl/pull/760 - https://github.com/SciML/SciMLExpectations.jl/pull/144 - https://github.com/SciML/EasyModelAnalysis.jl/pull/228 - https://github.com/SciML/DiffEqParamEstim.jl/pull/239 - https://github.com/SciML/Optimization.jl/pull/667 - https://github.com/SciML/Optimization.jl/pull/666 - https://github.com/SciML/Optimization.jl/pull/665...
**Is your feature request related to a problem? Please describe.** Mathoptinterface offers automatic and well tested "advanced" constraints, e.g. SOS constraints. It would be nice to offer those within Optimzation.jl....
