v3.25.1

Optimization v3.25.1

Diff since v3.25.0

Merged pull requests:

• Explicit warning when AD backend not specified correctly for automatic box-constraint handling with Optim (#741) (@Vaibhavdixit02)
• CompatHelper: bump compat for OptimizationBase to 0.0.7 for package docs, (keep existing compat) (#742) (@github-actions[bot])
• Update OptimizationOptimJL compats used here (#746) (@Vaibhavdixit02)
• CompatHelper: bump compat for OptimizationBase to 1, (keep existing compat) (#748) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationBase to 1 for package docs, (keep existing compat) (#750) (@github-actions[bot])
• OptimizationOptimJL NoAD fix (#753) (@Vaibhavdixit02)

Closed issues:

• MethodError: objects of type Nothing are not callable when lb and ub are used with NelderMead (#713)
• ERROR: UndefVarError: NoAD not defined (#747)

v3.25.0

Optimization v3.25.0

Diff since v3.24.3

Merged pull requests:

• Add Manopt.jl wrapper (#712) (@Vaibhavdixit02)
• Update #711 checking if OptimizationFunction is used for derivative based optimizers #711 (#715) (@ParasPuneetSingh)
• Remove LD_LBFGS_NOCEDAL update nlopt.md (#725) (@Vaibhavdixit02)
• Use lbfgsb as the default solver (#726) (@Vaibhavdixit02)
• Try augmented-lagrangian with lbfgsb (#727) (@Vaibhavdixit02)
• deepcopy to save population in default trace, instead of reference (#730) (@jonathanfischer97)
• check identity instead of equality (#732) (@jonathanfischer97)
• Reversion: stop deep copying population, just save curr_u for OptimizationState construction (#734) (@jonathanfischer97)
• Bump julia-actions/setup-julia from 1 to 2 (#735) (@dependabot[bot])
• CompatHelper: bump compat for OptimizationEvolutionary to 0.3 for package docs, (keep existing compat) (#737) (@github-actions[bot])
• CompatHelper: bump compat for ADTypes to 1, (keep existing compat) (#738) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationBase to 0.0.6 for package docs, (keep existing compat) (#739) (@github-actions[bot])

Closed issues:

• Clarify Callback function arguments (#613)
• Accessing optimization iteration in callback function (#617)
• Add trait for checking if OptimizationFunction is used for derivative based optimizers (#711)
• US spelling preferred? (#729)
• Augmented Lagrangian (#731)

v3.24.3

Optimization v3.24.3

Diff since v3.24.2

Merged pull requests:

• Delete duplicate ReInitCache (#721) (@Vaibhavdixit02)

Closed issues:

• PRIMA lib errors with AutoForwardDiff (#719)

v3.24.2

Optimization v3.24.2

Diff since v3.24.1

v3.24.1

Optimization v3.24.1

Diff since v3.24.0

Merged pull requests:

• CompatHelper: add new compat entry for OptimizationBase at version 0.0.5 for package docs, (keep existing compat) (#717) (@github-actions[bot])

v3.24.0

Optimization v3.24.0

Diff since v3.23.0

Merged pull requests:

• [WIP] Update to using OptimizationBase (#709) (@Vaibhavdixit02)
• CompatHelper: add new compat entry for SciMLStructures at version 1 for package OptimizationMOI, (keep existing compat) (#710) (@github-actions[bot])
• Store grad/hess in state for Optim.jl (#716) (@sethaxen)

Closed issues:

• Optimisers basic usecase (#653)
• PolyesterForwardDiff not loading (#714)

v3.23.0

Optimization v3.23.0

Diff since v3.22.0

Merged pull requests:

• refactor: update for MTKv9 (#685) (@AayushSabharwal)
• Remove linesearch references in IPNewton documentation (#698) (@ederag)
• Bump codecov/codecov-action from 3 to 4 (#699) (@dependabot[bot])
• Bump crate-ci/typos from 1.17.0 to 1.18.0 (#700) (@dependabot[bot])
• [skip ci] Update dependabot.yml (#701) (@ArnoStrouwen)
• fixed user trace! overload compat. Both x and user records now saved (#702) (@jonathanfischer97)
• CompatHelper: bump compat for OptimizationPolyalgorithms to 0.2 for package docs, (keep existing compat) (#703) (@github-actions[bot])
• [skip ci] update downgrade CI repo (#704) (@ArnoStrouwen)
• [OptimizationMOI] fix compat bounds in Project.toml (#705) (@odow)
• CompatHelper: bump compat for OptimizationMOI to 0.4 for package docs, (keep existing compat) (#706) (@github-actions[bot])
• reapply formatter (#708) (@ArnoStrouwen)

Closed issues:

• Vector based modeling not supported. (#531)
• Error when store_trace=true with OptimizationEvolutionary.jl (#683)
• Issue in running OptimizationFunction (#686)
• TypeError: in keyword argument linesearch, expected Function (#695)
• Optimiztion.jl does not precompile (#697)

v3.22.0

Optimization v3.22.0

Diff since v3.21.2

Merged pull requests:

• Bump actions/cache from 3 to 4 (#682) (@dependabot[bot])
• remove extraneous println in OptimizationOptimJL.jl (#687) (@orens77)
• refactor: remove type-pirated functions (#689) (@AayushSabharwal)
• fix: call complete on systems generated in MTKExt (#690) (@AayushSabharwal)
• Fixed issue #683: error when store_trace=true in OptimizationEvolutionary.jl (#691) (@jonathanfischer97)
• Update Project.toml (#693) (@Vaibhavdixit02)
• Fix docs build (#696) (@ChrisRackauckas)

Closed issues:

• Support for different AD for constraints and objective (#191)
• Latest SciMLBase + Optimization breaks precompile (#692)

v3.21.2

Optimization v3.21.2

Diff since v3.21.1

Merged pull requests:

• Bump crate-ci/typos from 1.16.23 to 1.17.0 (#672) (@dependabot[bot])
• mtkize behind if and try blocks (#676) (@Vaibhavdixit02)
• Add mtkize to docs (#677) (@Vaibhavdixit02)
• remove extra @shows (#678) (@SebastianM-C)
• Update OptimizationZygoteExt.jl (#679) (@Vaibhavdixit02)
• [OptimizationMOI] improve performance of Jacobian and Hessian accesses (#680) (@odow)
• Moved optstats to SciMLBase (#681) (@Vaibhavdixit02)

Closed issues:

• No sol.stats for NLopt (#625)
• OptimizationMOI 0.2.0, cannot assign Symbolics.Num to MArray (#655)

v3.21.1

Optimization v3.21.1

Diff since v3.21.0

Merged pull requests:

• Format and sparsearrays only 1.10 (#656) (@Vaibhavdixit02)
• Add docstrings to state and stats (#657) (@Vaibhavdixit02)
• CompatHelper: bump compat for OptimizationCMAEvolutionStrategy to 0.2 for package docs, (keep existing compat) (#658) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationOptimisers to 0.2 for package docs, (keep existing compat) (#659) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationMOI to 0.3 for package docs, (keep existing compat) (#660) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationNLopt to 0.2 for package docs, (keep existing compat) (#661) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationNOMAD to 0.2 for package docs, (keep existing compat) (#662) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationEvolutionary to 0.2 for package docs, (keep existing compat) (#663) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationMetaheuristics to 0.2 for package docs, (keep existing compat) (#664) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationOptimJL to 0.2 for package docs, (keep existing compat) (#665) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationMultistartOptimization to 0.2 for package docs, (keep existing compat) (#666) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationGCMAES to 0.2 for package docs, (keep existing compat) (#667) (@github-actions[bot])
• CompatHelper: bump compat for OptimizationBBO to 0.2 for package docs, (keep existing compat) (#668) (@github-actions[bot])
• Update minibatch.md (#671) (@Vaibhavdixit02)