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A Parametric Testing Environment for Finding the Operational Envelopes of Simulated Guidance AlgorithmsThe ever-increasing size and complexity of aerospace systems often drive developers to validate using modeling and Monte Carlo simulations confined around expected points of operation in a hyper-dimensional parameter space. This paper describes an alternative that explores large regions of the parameter space with explicit coverage guarantees, searching for n parameter relations that characterize a system's performance envelope.
Document ID
20110015575
Acquisition Source
Jet Propulsion Laboratory
Document Type
Conference Paper
External Source(s)
Authors
Barrett, Anthony C.
(Jet Propulsion Lab., California Inst. of Tech. Pasadena, CA, United States)
Date Acquired
August 25, 2013
Publication Date
March 29, 2011
Subject Category
Spacecraft Design, Testing And Performance
Meeting Information
Meeting: 26th Aerospace Testing Seminar
Location: Manhattan Beach, CA
Country: United States
Start Date: March 28, 2011
Distribution Limits
Public
Copyright
Other
Keywords
Parametric testing
performance envelope
support vector machine.
treatment learning
simulation
hyper-dimensional test space

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