A Branch and Bound Algorithm for the Global Optimization of Hessian Lipschitz Continuous Functions

We present a branch and bound algorithm for the global optimization of a twice differentiable nonconvex objective function with a Lipschitz continuous Hessian over a compact, convex set. The algorithm is based on applying cubic regularisation techniques to the objective function within an overlappin...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Fowkes, J, Gould, N, Farmer, C
Формат: Journal article
Хэвлэсэн: 2012