Accession Number : ADA324076
Title : Experiments in Aggregating Air Ordnance Effectiveness Data for the TACWAR Model.
Descriptive Note : Master's thesis,
Corporate Author : AIR FORCE INST OF TECH WRIGHT-PATTERSON AFB OH
Personal Author(s) : Parker, James E.
PDF Url : ADA324076
Report Date : FEB 1997
Pagination or Media Count : 66
Abstract : An interactive MS Access(TM) based application that aggregates the output of the SABSEL model for input into the TACWAR model is developed. The application was developed following efforts to create a functional approximation of the SABSEL data using neural networks, statistical networks, and traditional statistical techniques. These approximations were compared to a look-up table methodology on the basis of accuracy, (RMSE <0.01), speed (runs in minutes) and compactness (storage requirement). The method best satisfying these criteria, the look-up table, was used as the basis from which the application was constructed. Results from the comparison of the function approximation techniques give insight as to the strengths and weaknesses of each technique.
Descriptors : *COMPUTERIZED SIMULATION, *DATA MANAGEMENT, *AERIAL WARFARE, *WEAPON SYSTEM EFFECTIVENESS, *STATISTICAL PROCESSES, *TACTICAL WARFARE, REQUIREMENTS, METHODOLOGY, NEURAL NETS, NETWORKS, STATISTICS, ACCURACY, THESES, TABLES(DATA), ORDNANCE, STORAGE.
Subject Categories : Computer Programming and Software
Military Operations, Strategy and Tactics
Distribution Statement : APPROVED FOR PUBLIC RELEASE