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文件名称：Constrained Optimization in Simulation: a Novel Approach
文件大小：378KB
文件格式：PDF
更新时间：2017-09-12 03:59:32
Constrained Optimization
This paper presents a novel heuristic for constrained optimization of random computer simula
tion models in which one of the simulation outputs is selected as the objective to be minimized
while the other outputs need to satisfy prespeciˉed target values Besides the simulation out
puts the simulation inputs must meet prespeciˉed constraints including the constraint that the
inputs be integer The proposed heuristic combines i experimental design to specify the simu
lation input combinations ii Kriging also called spatial correlation modeling to analyze the
global simulation input output data that result from this experimental design and iii integer
nonlinear programming to estimate the optimal solution from the Kriging metamodels The">This paper presents a novel heuristic for constrained optimization of random computer simula
tion models in which one of the simulation outputs is selected as the objective to be minimized
while the other outputs need to satisfy prespeciˉed target values Besides the simulation out
puts the sim [更多]