Issues

• AL display wrong constraints violation.

  bug
  JuliaSmoothOptimizers/RegularizedOptimization.jl#336 · Filter by author BenjaminPINEAU opened on Jun 10, 2026

• Detecting unbounded problems

  JuliaSmoothOptimizers/RegularizedOptimization.jl#331 · Filter by author BenjaminPINEAU opened on May 4, 2026

• Add keywords argument for the subsolver of Augmented Lagrangian

  JuliaSmoothOptimizers/RegularizedOptimization.jl#327 · Filter by author BenjaminPINEAU opened on Apr 28, 2026

• Relax default stopping tolerance of all solvers

  JuliaSmoothOptimizers/RegularizedOptimization.jl#324 · Filter by author dpo opened on Apr 24, 2026
  1

• 0 iteration while R2 is used as a subsolver in R2N

  JuliaSmoothOptimizers/RegularizedOptimization.jl#322 · Filter by author BenjaminPINEAU opened on Apr 21, 2026
  1

• Allow for sparse Hessians in solvers

  JuliaSmoothOptimizers/RegularizedOptimization.jl#317 · Filter by author MaxenceGollier opened on Mar 26, 2026
  

• TRDH check for subsolver is not robust

  invalid
  JuliaSmoothOptimizers/RegularizedOptimization.jl#303 · Filter by author MaxenceGollier opened on Mar 2, 2026
  

• Allow smooth box constrained problems

  enhancement
  JuliaSmoothOptimizers/RegularizedOptimization.jl#302 · Filter by author MaxenceGollier opened on Mar 2, 2026
  1

  

• JOSS paper: changes across different Julia versions

  JuliaSmoothOptimizers/RegularizedOptimization.jl#270 · Filter by author molhab opened on Dec 15, 2025
  5

  

• Profile LM and LMTR

  JuliaSmoothOptimizers/RegularizedOptimization.jl#256 · Filter by author dpo opened on Oct 21, 2025
  2

• Investigate large number of prox operators in R2N

  JuliaSmoothOptimizers/RegularizedOptimization.jl#255 · Filter by author dpo opened on Oct 21, 2025

• Add new elements to solver-specific such as norm(s_1) and \nu_k

  JuliaSmoothOptimizers/RegularizedOptimization.jl#252 · Filter by author molhab opened on Oct 15, 2025
  

• Make solvers more uniform

  JuliaSmoothOptimizers/RegularizedOptimization.jl#231 · Filter by author MaxenceGollier opened on Sep 29, 2025
  

• LM/LMTR should align with R2N and TR.

  JuliaSmoothOptimizers/RegularizedOptimization.jl#229 · Filter by author molhab opened on Sep 29, 2025

• Use QuadraticModels and LLSModels

  JuliaSmoothOptimizers/RegularizedOptimization.jl#220 · Filter by author MaxenceGollier opened on Sep 22, 2025
  1

• Subproblem tolerance should be defined in terms of T

  JuliaSmoothOptimizers/RegularizedOptimization.jl#208 · Filter by author dpo opened on Sep 7, 2025
  1

  

• Address issues related to R2N and LM with R2DH as subsolver for bpdn with the l1 norm

  JuliaSmoothOptimizers/RegularizedOptimization.jl#182 · Filter by author molhab opened on Feb 26, 2025
  

• Detection of h not prox-bounded

  JuliaSmoothOptimizers/RegularizedOptimization.jl#176 · Filter by author dpo opened on Feb 6, 2025

• Addressing the issue where $m_k(s_k) = - \infty$ in Regularized solvers

  JuliaSmoothOptimizers/RegularizedOptimization.jl#168 · Filter by author molhab opened on Jan 14, 2025
  

• Package improvements

  JuliaSmoothOptimizers/RegularizedOptimization.jl#130 · Filter by author dpo opened on Feb 26, 2024

• Solver improvements

  JuliaSmoothOptimizers/RegularizedOptimization.jl#129 · Filter by author dpo opened on Feb 26, 2024
  1

• Simplify benchmark tables

  JuliaSmoothOptimizers/RegularizedOptimization.jl#122 · Filter by author geoffroyleconte opened on Oct 4, 2023
  1

• Diagonal QN operator selection

  JuliaSmoothOptimizers/RegularizedOptimization.jl#113 · Filter by author geoffroyleconte opened on Jul 28, 2023
  1

• Demos: plot SVM solution

  JuliaSmoothOptimizers/RegularizedOptimization.jl#97 · Filter by author dpo opened on Mar 31, 2023

• Set inner tolerances based on outer tolerances

  JuliaSmoothOptimizers/RegularizedOptimization.jl#96 · Filter by author dpo opened on Mar 25, 2023
  5