A Sequential Budget Allocation Framework for Simulation Optimization.

Many problems in automation and manufacturing are most suitable to be modeled as simulation optimization problems. Solving these problems typically involves two efforts: one is to explore the solution space, and the other is to exploit the performance values of the sampled solutions. When the amount of computing budget is limited, we need to know how to balance these two efforts in order to obtain...