Accession Number : ADA324065
Title : Sensitivity Analysis of a Combat Simulation Using Response Surface Methodology.
Descriptive Note : Master's thesis,
Corporate Author : AIR FORCE INST OF TECH WRIGHT-PATTERSON AFB OH
Personal Author(s) : Berg, William J.
PDF Url : ADA324065
Report Date : MAR 1997
Pagination or Media Count : 149
Abstract : This thesis provides a methodology to analyze the sensitivity of a combat simulation relative to the capabilities of the modeled weapon systems. Response Surface Methodology (RSM) was the primary technique used for analysis. A ground battle scenario was developed with a commercial PC wargame Empire II: The Art of War(TM). In the computer verses computer mode, the wargame was transformed into a combat simulation'. A screening experiment was used to determine which of an original 23 weapon factors were actually significant to this scenario. After analyzing the remaining five factors, only three ended up as truly significant to the battle outcome. The three factors are used in a regression equation which predicts the outcome of the overall simulation scenario. The sensitivity of the simulation outcome is reflected by the coefficients of each factor. The regression model was then validated against independent simulation trials. The method proved useful in analyzing the underlying behavior of a combat simulation. Combat analysts must isolate those weapon capabilities which have the greatest influence on the simulation model. Modeling funds can be concentrated on those factors. With accurate modeling and timely updates of those capabilities, the simulation model will earn more credibility as a decision aid.
Descriptors : *COMPUTERIZED SIMULATION, *SENSITIVITY, *WEAPON SYSTEM EFFECTIVENESS, *WAR GAMES, *SYSTEMS ANALYSIS, MATHEMATICAL MODELS, SCENARIOS, GROUND LEVEL, METHODOLOGY, WARFARE, ACCURACY, THESES, REGRESSION ANALYSIS, SURFACES, RESPONSE, COEFFICIENTS, EQUATIONS, BATTLES, DECISION AIDS, ANALYSTS, MONEY.
Subject Categories : Computer Programming and Software
Military Operations, Strategy and Tactics
Distribution Statement : APPROVED FOR PUBLIC RELEASE