I faced a non-convex optimization problem with unit norm constraint.
I can solve the problem using the gradient descent method and the projection of the gradient onto the tangent plane as in @joriki comment in Gradient Descent with constraints.
The results are very good. Therefore, I want a reference including this method to cite it in my work. Can anyone help?