Documentation

[klamike]

• Basic usage (Basic docs + API #8)
• Markowitz example
• Economic dispatch example
• Math background (Basic docs + API #8)
  • Generic
  • Bounded
  • ConvexQP
  • Projections
  • Notation
  • Formulation with explicit parameters
  • Fix gradient explanation to consider quadratic objective
  • Check if quadratic notation needs 1/2 in front of x'Qx
  • Fix missing objective constant term in dual of completion problems (e.g. $-b^\top y$)
• Advanced usage
  • Custom decompositions
  • Custom projections
  • DCP example
• Rename to DualLagrangianLearning.jl

DLL: https://arxiv.org/pdf/2402.03086
DCP: https://arxiv.org/pdf/2310.02969
S3L: https://arxiv.org/pdf/2402.02596