Trust-region constrained optimization

I would like to constrain the maximum displacement between two iterations to ensure a smooth dynamics. For unconstrained optimization, I have used trust-region and obtained beautiful dynamics. Now, my problem has constraints and I would like to have the same behavior.

I’m sorry. I meant Optim here: