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...
Κύριος συγγραφέας: | |
---|---|
Άλλοι συγγραφείς: | , |
Μορφή: | Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Hoboken, New Jersey :
John Wiley & Sons, Inc.,
[2013]
|
Σειρά: | Wiley series in probability and statistics.
|
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Περίληψη: | 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. |
---|---|
Φυσική περιγραφή: | 1 online resource. |
Βιβλιογραφία: | Includes bibliographical references and index. |
ISBN: | 9781118612316 (pdf) 1118612310 (pdf) 9781118612354 1118612353 9781118612378 111861237X 9781118612323 1118612329 9781306118422 1306118425 |
DOI: | 10.1002/9781118612323 |