Random Fields (PDF)
Analysis and Synthesis
(Sprache: Englisch)
Random variation is a fact of life that provides substance to a wide range of problems in the sciences, engineering, and economics. There is a growing need in diverse disciplines to model complex patterns of variation and interdependence using random...
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Random variation is a fact of life that provides substance to a wide range of problems in the sciences, engineering, and economics. There is a growing need in diverse disciplines to model complex patterns of variation and interdependence using random fields, as both deterministic treatment and conventional statistics are often insufficient. An ideal random field model will capture key features of complex random phenomena in terms of a minimum number of physically meaningful and experimentally accessible parameters. This volume, a revised and expanded edition of an acclaimed book first published by the M I T Press, offers a synthesis of methods to describe and analyze and, where appropriate, predict and control random fields. There is much new material, covering both theory and applications, notably on a class of probability distributions derived from quantum mechanics, relevant to stochastic modeling in fields such as cosmology, biology and system reliability, and on...
Autoren-Porträt von Erik Vanmarcke
Professor Erik VanMarcke, based in Department of Civil and Environmental Engineering, Princeton University, has published around 200 professional papers and reports, and two books. His major research interests are: stochastic systems and random media; risk assessment and management; earthquake and extreme-wind risks; geologic hazards and probabilistic site characterization; structural safety; random vibrations; random field theory and applications to engineering, geophysics and, lately, origins of cosmic structure.
Bibliographische Angaben
- Autor: Erik Vanmarcke
- 2010, Englisch
- ISBN-10: 9814307599
- ISBN-13: 9789814307598
- Erscheinungsdatum: 21.07.2010
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- Größe: 3.61 MB
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Englisch
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