Title :
A Prescriptive Technique for V&V of Simulation Models When No Real-Life Data are Avaiable
Author :
Chwif, L. ; Muniz Silva, Paulo ; Mitio Shimada, Lucio
Author_Institution :
Centro de Pesquisas em Informatica, UNIFIEO, Sao Paulo
Abstract :
Verification and validation (V&V) is a key process to guarantee that any model represents adequately a given system. Although no one can guarantee a 100% valid model, it is possible to increase model confidence by the utilization of V&V techniques. There are many V&V techniques which have a descriptive nature (they tell us what to do but not how to do it). There are also prescriptive techniques, that tell us how to do it, but in simulation practice they are underused. The main goal of this paper is based on Kleijnen (1999) procedure. It is to propose a prescriptive V&V technique that is simple enough for practical application and, because of its procedural nature, it could be easily built into any simulation software, thus enabling the automation of the V&V process. This approach was also applied to some test problems confirming its feasibility
Keywords :
discrete event simulation; program verification; V&V of simulation models; model confidence; model validation; model verification; prescriptive technique; verification and validation; Airports; Analytical models; Application software; Automation; Computational modeling; Costs; Discrete event simulation; Petri nets; Production facilities; System testing;
Conference_Titel :
Simulation Conference, 2006. WSC 06. Proceedings of the Winter
Conference_Location :
Monterey, CA
Print_ISBN :
1-4244-0500-9
Electronic_ISBN :
1-4244-0501-7
DOI :
10.1109/WSC.2006.323175