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OptimizationSophia-v1.4.2

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@github-actions github-actions released this 30 Oct 12:37
OptimizationSophia-v1.4.2
4afd381

OptimizationSophia OptimizationSophia-v1.4.2

Diff since OptimizationSophia-v1.4.1

Closed issues:

  • Manopt linesearch produces NaN/Inf on SymmetricPositiveDefinite manifold (#1135)
  • ConvexOptimization SymbolicAnalysis compat prevents downstream monorepo resolution (#1352)
  • OptimizationNOMAD does not compile (#1358)
  • ConvexOptimization: lower quadratic atoms (abs2, ^2, sum of squares, quad_form) through the rotated second-order cone (#1365)
  • ConvexOptimization: lower piecewise-linear atoms (abs, max, min, maximum, minimum, sum of abs) (#1366)
  • ConvexOptimization: lower nested atoms (norm(w)^2, exp(norm(u)), max(norm(u), 1), ...) (#1374)
  • ConvexOptimization: allow atoms inside constraints (norm(A*u - b) <= t, sum(abs.(u)) <= 1, log(u) >= c) (#1375)
  • ConvexOptimization downgrade CI red since #1368: Symbolics *(Arr, Matrix, Arr) ambiguity at the compat floor (#1378)
  • ConvexOptimization: SymbolicAnalysis compat floor admits 0.3.7, which refuses supported problems (#1380)
  • ConvexOptimization: PSD atoms (eigmax, eigmin, opnorm, logdet) and PSD constraints (SDP) (#1384)
  • ConvexOptimization: README is stale (ConvexOptimizationSolution, LP/SOC only) (#1387)
  • OptimizationMOI Core rejects literal_pow expressions with SymbolicUtils 4.52.0 (#1435)
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