Fast sequential Monte Carlo methods for counting and optimization

This book presents the first comprehensive account of fast sequential Monte Carlo (SMC) methods for counting and optimization at an exceptionally accessible level. Written by authorities in the field, it places great emphasis on cross-entropy, minimum cross-entropy, splitting, and stochastic enumera...

Ausführliche Beschreibung

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Bibliographische Detailangaben
1. Verfasser: Rubinstein, Reuven Y. (VerfasserIn)
Weitere Verfasser: Ridder, Ad 1955- (MitwirkendeR), Vaisman, Radislav (MitwirkendeR)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Hoboken, New Jersey John Wiley & Sons, Inc. [2013]
Schlagworte:
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Beschreibung
Zusammenfassung:This book presents the first comprehensive account of fast sequential Monte Carlo (SMC) methods for counting and optimization at an exceptionally accessible level. Written by authorities in the field, it places great emphasis on cross-entropy, minimum cross-entropy, splitting, and stochastic enumeration. The overall aim is to make SMC methods accessible to readers who want to apply and to accentuate the unifying and novel mathematical ideas behind SMC in their future studies or work.
Beschreibung:Includes bibliographical references and index. - Print version record and CIP data provided by publisher
Beschreibung:1 online resource
ISBN:9781118612316
1118612310
9781118612354
1118612353
9781118612378
111861237X
9781118612323
1118612329
9781306118422
1306118425