Title :
SERVO: Simulation experiments with random-vector output
Author :
Schmeiser, Bruce W. ; Scott, Mark D.
Author_Institution :
Sch. of Ind. Eng., Purdue Univ., West Lafayette, IN, USA
Abstract :
The authors discuss statistical methods, system design, and examples for SERVO, a software package that supports simulation experiments having output data that are assumed to be a sequence of identically distributed random vectors. SERVO requires two types of input: a description of the model of interest and a description of the desired experiment. From this input, SERVO generates C-language code that when executed is the simulation experiment. The experiment automatically creates an output report with point estimators and associated standard errors for a variety of typical performance measures. The marginal performance measures include means, standard deviations, variances, mean squared errors, third and fourth standardized moments, and points on the distribution function; the joint performance measures are covariances and correlations
Keywords :
digital simulation; performance evaluation; software packages; C-language code; SERVO; Simulation experiments; correlations; covariances; identically distributed random vectors; mean squared errors; means; performance measures; random-vector output; software package; standard deviations; statistical methods; system design; variances; Airports; Algorithms; Analytical models; Circuit simulation; Code standards; Computational modeling; Industrial engineering; Measurement standards; Servomechanisms; Statistical analysis;
Conference_Titel :
Simulation Conference, 1991. Proceedings., Winter
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-0181-1
DOI :
10.1109/WSC.1991.185707