Tf. Coleman et al., A quasi-newton quadratic penalty method for minimization subject to nonlinear equality constraints, COMPUT OP A, 15(2), 2000, pp. 103-123
We present a modified quadratic penalty function method for equality constr
ained optimization problems. The pivotal feature of our algorithm is that a
t every iterate we invoke a special change of variables to improve the abil
ity of the algorithm to follow the constraint level sets. This change of va
riables gives rise to a suitable block diagonal approximation to the Hessia
n which is then used to construct a quasi-Newton method. We show that the c
omplete algorithm is globally convergent. Preliminary computational results
are reported.