I've tried SQP, line search, trust region, incremental loading, pseudo arc-length continutation, augmented lagrangian.. all failed.
...That's a sound way of knowing you are doing something interesting
Now, the way you put it...
I know that at least one solution exists.
By what method? Maybe this will shed some light.