Regis, Rommel; Shoemaker, Christine - In: Journal of Global Optimization 56 (2013) 4, pp. 1719-1753
We present the AQUARS (A QUAsi-multistart Response Surface) framework for finding the global minimum of a computationally expensive black-box function subject to bound constraints. In a traditional multistart approach, the local search method is blind to the trajectories of the previous local...