Operations Research.
linear function. - Without convexity guarantees, it may stuck at local minimums or even go uphills to maximums. - A cheap workaround is regularization, i.e. repeatedly adding the identity matrix to the inverse of the Hessian until it’s positive definite. - Another problem is overshooting, where the