Title :
Experimental design for simulation
Author :
Kelton, W. David ; Barton, Russell R.
Author_Institution :
Dept. of Quantitative Anal. & Operations Manage., Cincinnati Univ., OH, USA
Abstract :
This tutorial introduces some of the ideas, issues, challenges, solutions, and opportunities in deciding how to experiment with simulation models to learn about their behavior. Careful planning, or designing, of simulation experiments is generally a great help, saving time and effort by providing efficient ways to estimate the effects of changes in the model´s inputs on its outputs. Traditional experimental-design methods are discussed in the context of simulation experiments, as are the broader questions pertaining to planning computer-simulation experiments.
Keywords :
DP management; digital simulation; project management; challenges; computer-simulation experiments; experimental simulation design; experimental-design methods; ideas; issues; opportunities; simulation experiment planning; simulation experiments design; simulation models; simulation project; solutions; Books; Costs; Time measurement;
Conference_Titel :
Simulation Conference, 2003. Proceedings of the 2003 Winter
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/WSC.2003.1261408