Title :
Research on validation method for complex simulation systems
Author :
Shi, Peng ; Liu, Fei ; Yang, Ming
Author_Institution :
Control & Simulation Center, Harbin Inst. of Technol., Harbin
Abstract :
Complex simulation systems have a great many of random or uncertain factors, which make validation of them quite difficult. To solve this problem, a validation method of complex simulation systems is presented. The sensitivity analysis technique is used to determine the effect degree and trend of input variables to output variable of simulation systems. The error analysis technique is used to determine the error ranges of key input variables of simulation systems and validate the interoperability of simulation models. According to the results of sensitivity analysis and error analysis, consistency analysis is performed on the simulation systems, and the validation of complex simulation systems is realized.
Keywords :
digital simulation; error analysis; program verification; sensitivity analysis; complex simulation systems; error analysis technique; sensitivity analysis technique; simulation models interoperability; validation method; Analytical models; Error analysis; Input variables; Missiles; Performance analysis; Sensitivity analysis; Statistical analysis; Uncertainty;
Conference_Titel :
System Simulation and Scientific Computing, 2008. ICSC 2008. Asia Simulation Conference - 7th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-1786-5
Electronic_ISBN :
978-1-4244-1787-2
DOI :
10.1109/ASC-ICSC.2008.4675488
