Random Fields: Analysis and Synthesis - Softcover

Erik, Vanmarcke

Softcover

ISBN 10: 9812562974 ISBN 13: 9789812562975

Verlag: World Scientific Publishing Company, 2010

Inhaltsangabe

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 discrete-unit or agent-based random processes.

Random Fields is self-contained and unified in presentation. The first edition was found, in a review in EOS (American Geophysical Union) to be "both technically interesting and a pleasure to read . . . the presentation is clear and the book should be useful to almost anyone who uses random processes to solve problems in engineering or science . . . and (there is) continued emphasis on describing the mathematics in physical terms."

Über diesen Titel

Von der hinteren Coverseite

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 discrete-unit or agent-based random processes.Random Fields is self-contained and unified in presentation. The first edition was found, in a review in EOS (American Geophysical Union) to be both technically interesting and a pleasure to read the presentation is clear and the book should be useful to almost anyone who uses random processes to solve problems in engineering or science and (there is) continued emphasis on describing the mathematics in physical terms.

Details zur Ausgabe

• Verlag: World Scientific Publishing Company
• Erscheinungsdatum: 2010
• Sprache: Englisch
• ISBN 10: 9812562974
• ISBN 13: 9789812562975
• Einband: Taschenbuch
• Anzahl der Seiten: 362
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland