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)