diff --git a/optim.bib b/optim.bib
index 5e71c43..437e1e4 100644
--- a/optim.bib
+++ b/optim.bib
@@ -1477,6 +1477,18 @@ @inproceedings{Gill_Wong_2011
     _updated  = {2022-06-21},
 }
 
+@article{Goldfarb_Idnani_1983,
+    author       = {Goldfarb, D. and Idnani, A.},
+    title        = {A numerically stable dual method for solving strictly convex quadratic programs},
+    journaltitle = j-mp,
+    volume       = {27},
+    _number      = {1},
+    pages        = {1--33},
+    year         = {1983},
+    _created     = {2022-08-06},
+    _updated     = {2022-08-06},
+}
+
 @inproceedings{Golovin_Etal_2017,
     author    = {Golovin, D. and Solnik, B. and Moitra, S. and Kochanski, G. and Karro, J. and Sculley, D.},
     title     = {{Google Vizier}: a service for black-box optimization},
@@ -2865,7 +2877,6 @@ @article{Robinson_1974
     _updated     = {2022-06-15},
 }
 
-
 @article{Rockafellar_1973,
     author       = {Rockafellar, R. T.},
     title        = {A dual approach to solving nonlinear programming problems by unconstrained optimization},
@@ -2878,6 +2889,16 @@ @article{Rockafellar_1973
     _updated     = {2021-11-24},
 }
 
+
+@article{Rockafellar_2022,
+    author       = {Rockafellar, R. T.},
+    title        = {Convergence of augmented {Lagrangian} methods in extensions beyond nonlinear programming},
+    journaltitle = j-mp,
+    year         = {2022},
+    _created     = {2022-08-06},
+    _updated     = {2022-08-06},
+}
+
 @article{Rosenbrock_1960,
     author       = {Rosenbrock, H. H.},
     title        = {An automatic method for finding the greatest or least value of a function},