Multiresolution multiperspective modeling (MRMPM) as an enabler of exploratory analysis

Paul K. Davis

doi:10.1117/12.389362

23 June 2000 Multiresolution multiperspective modeling (MRMPM) as an enabler of exploratory analysis

Paul K. Davis

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Proceedings Volume 4026, Enabling Technology for Simulation Science IV; (2000) https://doi.org/10.1117/12.389362
Event: AeroSense 2000, 2000, Orlando, FL, United States

Abstract

Exploratory analysis examines the consequences of uncertainty--not merely by standard sensitivity methods, but more comprehensively. It is particularly useful for gaining a broad understanding of a problem domain before dipping into details. Although exploratory analysis can be accomplished with models of many types, it is facilitated by multiresolution, multiperspective modeling (MRMPM) structures. Moreover, a knowledge of related design principles facilitates the characterization of more normal models in terms that permit exploratory analysis. This paper describes the connections and notes that, with current and emerging personal computer tools, MRMPM methods are becoming practical.

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Paul K. Davis "Multiresolution multiperspective modeling (MRMPM) as an enabler of exploratory analysis", Proc. SPIE 4026, Enabling Technology for Simulation Science IV, (23 June 2000); https://doi.org/10.1117/12.389362

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KEYWORDS

Calibration

Data modeling

Stochastic processes

Systems modeling

Monte Carlo methods

Statistical analysis

Defense and security

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