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Optimization v5.4.0

Diff since v5.3.0

Merged pull requests:

  • CompatHelper: bump compat for OptimizationIpopt to 1 for package docs, (keep existing compat) (#1113) (@github-actions[bot])
  • CompatHelper: bump compat for OptimizationMadNLP to 1 for package docs, (keep existing compat) (#1114) (@github-actions[bot])
  • CompatHelper: bump compat for ModelingToolkit to 11 for package docs, (keep existing compat) (#1115) (@github-actions[bot])
  • CompatHelper: bump compat for Symbolics to 7 for package docs, (keep existing compat) (#1116) (@github-actions[bot])
  • CompatHelper: bump compat for OptimizationMOI to 1 for package docs, (keep existing compat) (#1117) (@github-actions[bot])
  • Bump minimum SciMLBase compat to 2.130.0 to fix Downgrade CI (#1118) (@ChrisRackauckas-Claude)
  • Documentation improvements: fix typos and add missing package pages (#1120) (@ChrisRackauckas-Claude)
  • CompatHelper: bump compat for NLPModels to 0.22 for package docs, (keep existing compat) (#1121) (@github-actions[bot])
  • Add precompilation workload to OptimizationBase (#1122) (@ChrisRackauckas-Claude)
  • Fix type genericity in constraint Jacobian allocations for BigFloat support (#1123) (@ChrisRackauckas-Claude)
  • CompatHelper: add new compat entry for OptimizationLBFGSB at version 1 for package docs, (keep existing compat) (#1124) (@github-actions[bot])
  • Add SimpleOptimization.jl to solver pages (#1126) (@ChrisRackauckas-Claude)
  • Add OptimizationSimpleOptimization sublibrary (#1127) (@ChrisRackauckas-Claude)
  • Switch from JuliaFormatter to Runic.jl for code formatting (#1128) (@ChrisRackauckas-Claude)
  • Bump actions/checkout from 4 to 6 (#1129) (@dependabot[bot])
  • Add JET.jl static analysis tests and fix type instabilities (#1131) (@ChrisRackauckas-Claude)
  • perf: Fix Core.Box closure type instability in OptimizationDIExt.jl (#1133) (@ChrisRackauckas-Claude)
  • Skip failing tests and disable Downgrade Sublibraries CI (#1139) (@ChrisRackauckas-Claude)
  • Fix SecondOrder AD closures (#1142) (@SebastianM-C)
  • Rename OptimizationSimpleOptimization to SimpleOptimization (#1143) (@ChrisRackauckas-Claude)
  • Add README for SimpleOptimization sublibrary (#1145) (@ChrisRackauckas-Claude)
  • Mark certification.md as Draft to prevent Documenter build (#1146) (@ChrisRackauckas-Claude)

Closed issues:

  • SecondOrder(AutoForwardDiff, AutoForwardDiff) causes MethodError in MadNLP constraints test (#1137)
  • OptimizationMadNLP: SecondOrder AD tests fail with various AD backend combinations (#1140)
Source: README.md, updated 2026-01-15