v3.9.3

Optimization v3.9.3

Diff since v3.9.2

Closed issues:

• Interface NOMAD.jl (#157)
• BBO Unsupported keyword argument "NThreads" (#398)
• No compat bounds leading to incompatible versions (#418)

Merged pull requests:

• canonify docs (#396) (@ArnoStrouwen)
• Revert removed kwargs splatting in BBO (#399) (@Vaibhavdixit02)
• Uses cache in solution (#402) (@ValentinKaisermayer)
• reproducible docs (#409) (@ArnoStrouwen)
• CompatHelper: bump compat for LoggingExtras to 1, (keep existing compat) (#410) (@github-actions[bot])
• [skip ci] doc and lib compat (#411) (@ArnoStrouwen)
• Bound Optimization to 3.9 in subpackages and create new patch releases (#420) (@Vaibhavdixit02)

v3.9.2

Optimization v3.9.2

Diff since v3.9.1

Closed issues:

• DiffResult (#378)
• Getting incorrect error msgs (#392)

Merged pull requests:

• remove DiffResult (#389) (@ArnoStrouwen)
• CMAEvolutionStrategy.jl doesn't require bounds, allows it (#390) (@Vaibhavdixit02)
• Update optim.md (#393) (@Vaibhavdixit02)

v3.9.1

Optimization v3.9.1

Diff since v3.9.0

Closed issues:

• Algorithm traits and high level error throwing (#310)
• Rosenbrock interior point newton tutorial fails (#357)
• Method error in Rosetta-OPF on latest releases (#379)

Merged pull requests:

• Be more informative about supported functionality of a backend and correctness of kwargs (#376) (@Vaibhavdixit02)
• example and strict docs (#380) (@ArnoStrouwen)
• CompatHelper: add new compat entry for OptimizationGCMAES at version 0.1 for package docs, (keep existing compat) (#382) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationNOMAD at version 0.1 for package docs, (keep existing compat) (#383) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationMetaheuristics at version 0.1 for package docs, (keep existing compat) (#384) (@github-actions[bot])
• CompatHelper: add new compat entry for NLopt at version 0.6 for package docs, (keep existing compat) (#385) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationMultistartOptimization at version 0.1 for package docs, (keep existing compat) (#386) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationSpeedMapping at version 0.1 for package docs, (keep existing compat) (#387) (@github-actions[bot])
• CompatHelper: add new compat entry for Juniper at version 0.9 for package docs, (keep existing compat) (#388) (@github-actions[bot])

v3.9.0

Optimization v3.9.0

Diff since v3.8.2

Closed issues:

• Expand docstrings (#51)
• Add NLopt optimizers to documentation (#86)
• NLopt algorithms missing from the documentation (#93)
• MultistartOptimization.jl missing from the documentation (#94)
• Tutorials in docs (#104)
• No arguments are passed to Nlopt.jl optimisers (#159)
• Common interface design (#162)
• Support mixing manually defined functions with AD backends (#314)
• QuadDIRECT installation fails (#326)
• Manually defined constraint jacobian does not get parameters passed (#338)
• Ipopt gets dense jacobians even if sparse jacobian functions are provided (#339)
• instantiate_function converts sparse matrix to Float (#341)
• Inconsistent result different julia versions (#348)
• Optimization crashes Julia 1.8. (#349)
• error with complex number u0 in OptimizationOptimisers (#364)
• Ignore this please (#370)

Merged pull requests:

• format SciML Style (#306) (@ChrisRackauckas)
• Add progress info for OptimizationBBO (#336) (@SebastianM-C)
• Pass cons_hess_prototype and cons_jac_prototype from user's OptimizationFunction in the created OF in AutoForwardDiff (#340) (@Vaibhavdixit02)
• Incorrect convert call for cons_hess_prototype since it's a vector of matrices and make manually passed derivatives take 3 arguments (#342) (@Vaibhavdixit02)
• unify docs (#345) (@ArnoStrouwen)
• Update OptimizationMOI README (#351) (@odow)
• Tutorial typo (#353) (@vavrines)
• badges (#355) (@ArnoStrouwen)
• doc cov (#356) (@ArnoStrouwen)
• start fixing tutorials for strict docs (#358) (@ArnoStrouwen)
• CompatHelper: add new compat entry for OrdinaryDiffEq at version 6 for package docs, (keep existing compat) (#359) (@github-actions[bot])
• CompatHelper: add new compat entry for SciMLSensitivity at version 7 for package docs, (keep existing compat) (#360) (@github-actions[bot])
• CompatHelper: add new compat entry for Flux at version 0.13 for package docs, (keep existing compat) (#361) (@github-actions[bot])
• Concretely typed fields in MOIOptimizationProblem (#363) (@baggepinnen)
• Add Invalidations.yml [ci skip] [skip tests] (#365) (@ranocha)
• MassInstallAction: Install the Invalidations workflow on this repository (#367) (@devmotion)
• error with complex number u0 in OptimizationOptimisers (#368) (@KirillZubov)
• Add QuadDIRECT to Project.toml and install it on CI (#371) (@Vaibhavdixit02)

v3.8.2

Optimization v3.8.2

Diff since v3.8.1

Merged pull requests:

• CompatHelper: add new compat entry for Optimization at version 3 for package docs, (keep existing compat) (#331) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationMOI at version 0.1 for package docs, (keep existing compat) (#332) (@github-actions[bot])
• CompatHelper: add new compat entry for Ipopt at version 1 for package docs, (keep existing compat) (#333) (@github-actions[bot])
• CompatHelper: add new compat entry for AmplNLWriter at version 1 for package docs, (keep existing compat) (#334) (@github-actions[bot])

v3.8.1

Optimization v3.8.1

Diff since v3.8.0

Merged pull requests:

• Add constraints tutorial (#330) (@Vaibhavdixit02)

v3.8.0

Optimization v3.8.0

Diff since v3.7.1

Closed issues:

• Documenting call signatures for passed grad, hes, etc. (#116)
• ReverseDiff over Zygote to differentiate neural network using GalacticOptim - Dimension mismatch (#126)
• Speed up precompilation (#136)
• Local optimisation explodes in memory requirements (#211)
• Removing some heavier dependencies (#239)
• Clarification on lcons/ucons/sense in OptimizationProblem documentation (#291)
• How does Optimization.jl relate to JuMP.jl (#308)
• Adjustments to the OptimizationMultistartOptimization.jl documentation (#313)
• OptimizationFunctions are instantiated as out-of-place without constraints (#316)
• Precache the ForwardDiff, ReverseDiff, and FiniteDiff caches (#320)
• QuadDIRECT installation fails (#326)

Merged pull requests:

• Cleanup Rosenbrock tutorial (#315) (@DanielVandH)
• Fix MultistartOptimization documentation (#317) (@DanielVandH)
• Constraints for AutoFiniteDiff (#318) (@DanielVandH)
• Fix hessian calculation with FiniteDiff (#319) (@Vaibhavdixit02)
• Fix package name references in Evolutionary.jl docs (#323) (@DanielVandH)
• Avoid recreation of derivative caches inside derivative computation and change constraint function to be in-place (#324) (@Vaibhavdixit02)
• Specify installation instructions for OptimizationQuadDIRECT (#327) (@Vaibhavdixit02)
• typo in rosenbrock function in docs (#329) (@mdmaas)

v3.7.1

Optimization v3.7.1

Diff since v3.7.0

Closed issues:

• Broken reference to Optimisers.jl in docs (#301)

Merged pull requests:

• Add id for optimisers (#302) (@ChrisRackauckas)
• CompatHelper: add new compat entry for IterTools at version 1 for package docs, (keep existing compat) (#303) (@github-actions[bot])
• Handle prototype typing and expression clean up in NoAD (#304) (@Vaibhavdixit02)

v3.7.0

Optimization v3.7.0

Diff since v3.6.1

Closed issues:

• Specialize MOI Optimizers on symbolic information of AutoModelingToolkit (#145)
• GalacticOptim with AmplNLWriter optimizer (#194)
• Rename every use of old names to new names (#268)
• Pass expression graph to MOI (#272)
• Minibatch example throws error (#279)

Merged pull requests:

• Add expression graphs to MOI when using MTK (#278) (@ChrisRackauckas)
• Small fix of missed change from galactic misspelling (#288) (@albheim)
• Rebase with better tests for ExprGraph (#290) (@odow)
• flesh out some of the tutorials and make them doc examples (#292) (@ChrisRackauckas)
• Update Downstream.yml (#293) (@MartinuzziFrancesco)
• CompatHelper: add new compat entry for OptimizationEvolutionary at version 0.1 for package docs, (keep existing compat) (#294) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationOptimisers at version 0.1 for package docs, (keep existing compat) (#295) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationNLopt at version 0.1 for package docs, (keep existing compat) (#296) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationOptimJL at version 0.1 for package docs, (keep existing compat) (#297) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationCMAEvolutionStrategy at version 0.1 for package docs, (keep existing compat) (#298) (@github-actions[bot])
• CompatHelper: add new compat entry for OptimizationBBO at version 0.1 for package docs, (keep existing compat) (#299) (@github-actions[bot])
• Doctest the minibatch tutorial and add Optimisers.jl docs (#300) (@ChrisRackauckas)

v3.6.1

Optimization v3.6.1

Diff since v3.6.0

Closed issues:

• Wrap SpeedMapping.jl (#152)
• OptimizationSpeedMapping isn't registered (#271)
• Update derivative matrices' structure functions in MOI for sparse case (#273)
• OptimizationMOI fails tests on Julia 1.6 (#275)
• Updates from GalaticOptim (#281)
• Sparse handling in MOI is broken and untested (#283)
• Error when running Code in documentation (#286)

Merged pull requests:

• Update docs for MathOptInterface wrapper (#270) (@odow)
• Complete handling of sparse case in MOI (#274) (@Vaibhavdixit02)
• Update docs for OptimizationMOI (#277) (@odow)
• Fix minibatch example (#280) (@ChrisRackauckas)
• [OptimizationMOI] fix handling of sparse derivatives and add tests (#284) (@odow)