v4.5.0

Optimization v4.5.0

Diff since v4.4.0

Merged pull requests:

• Added fix for COBYLA example in docs (#931) (@AdityaPandeyCN)
• PyCMA Wrapper (#933) (@mxpoch)
• added pycma docs and python kwargs (#934) (@mxpoch)
• added callbacks to pycma wrapper (#935) (@mxpoch)
• Relax type in MOI NLP evaluator (#938) (@ErikQQY)
• Add optimization parameters to OptimizationState (#945) (@ChrisRackauckas)
• Add verbose parameter support to CMAEvolutionStrategyOpt (#946) (@ChrisRackauckas)
• Fix integer bounds error in OptimizationMOI (#947) (@ChrisRackauckas)
• Fix LBFGS iteration counter always showing 0 (#948) (@ChrisRackauckas)
• Add support for dual_ftol_rel parameter in NLopt (#949) (@ChrisRackauckas)
• Add documentation for reinit! function (#950) (@ChrisRackauckas)
• Improve test coverage for src/utils.jl (#952) (@ChrisRackauckas)
• Fix Sophia neural network training documentation example (#953) (@ChrisRackauckas)
• Remove Julia v1.9 version checks and associated AD tests (#956) (@ChrisRackauckas)
• Add spell checking configuration (#962) (@ChrisRackauckas)
• Fix spelling errors and add typos configuration (#963) (@ChrisRackauckas)
• Add downgrade CI workflow with Core test group (#964) (@ChrisRackauckas)
• Add downgrade CI for all sublibraries (#965) (@ChrisRackauckas)
• Update CI to test on Julia 1, lts, and pre versions (#966) (@ChrisRackauckas)
• Update code formatting with JuliaFormatter (#985) (@ChrisRackauckas)

Closed issues:

• Add description and usage example of reinit (#502)
• Error messages with integer constraint vectors (#528)
• Prevent printing when using CMAEvolutionStrategyOpt solver (#572)
• The help to solve does not explain the result. (#587)
• test: test coverage needs improvement for the ./src/utils.jl file (#868)
• Add optimization parameters to OptimiationStsate (#891)
• LBFGS iteration index is always 0? (#907)
• Add OptimizationSciPy wrapper package (#917)
• Add OptimizationPyCMA Wrapper Package (#918)
• Adding dual_ftol_rel keyword for NLopt (#922)
• no method matching keys(::Nothing) when I forget to pass lcons and ucons to a constrained problem (#959)