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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)

Source: README.md, updated 2025-08-02