Pseudo-transient continuation (Psi tc) is a well-known and physically
motivated technique for computation of steady state solutions of time-
dependent partial differential equations. Standard globalization strat
egies such as line search or trust region methods often stagnate at lo
cal minima. Psi tc succeeds in many of these cases by taking advantage
of the underlying PDE structure of the problem. Though widely employe
d, the convergence of Psi tc is rarely discussed. In this paper we pro
ve convergence for a generic form of Psi tc and illustrate it with two
practical strategies.