Explorations in Monte Carlo Methods (Record no. 426325)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03995nam a22006255i 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOKNUMBER | |
| International Standard Book Number | 9780387878379 |
| -- | 978-0-387-87837-9 |
| 024 7# - | |
| -- | 10.1007/978-0-387-87837-9 |
| -- | doi |
| 040 ## - | |
| -- | ISI Library, Kolkata |
| 050 #4 - | |
| -- | QA273.A1-274.9 |
| 050 #4 - | |
| -- | QA274-274.9 |
| 072 #7 - | |
| -- | PBT |
| -- | bicssc |
| 072 #7 - | |
| -- | MAT029000 |
| -- | bisacsh |
| 072 #7 - | |
| -- | PBT |
| -- | thema |
| 072 #7 - | |
| -- | PBWL |
| -- | thema |
| 082 04 - DEWEYDECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.2 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Shonkwiler, Ronald W. |
| Relator code | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 245 10 - TITLE STATEMENT | |
| Title | Explorations in Monte Carlo Methods |
| Medium | [electronic resource] / |
| Statement of responsibility, etc | by Ronald W. Shonkwiler, Franklin Mendivil. |
| 942 ## - ADDED ENTRY ELEMENTS(KOHA) | |
| Koha item type | E-BOOKS |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| -- | author. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE STATEMENTS | |
| Place of production, publication, distribution, manufacture | New York, NY : |
| Name of producer, publisher, distributor, manufacturer | Springer New York, |
| Date of production, publication, distribution, manufacture | 2009. |
| 300 ## - | |
| -- | XII, 243 p. |
| -- | online resource. |
| 336 ## - CONTENT TYPE | |
| Content Type Term | text |
| Content Type Code | txt |
| Source | rdacontent |
| 337 ## - MEDIA TYPE | |
| Media Type Term | computer |
| Media Type Code | c |
| Source | rdamedia |
| 338 ## - CARRIER TYPE | |
| Carrier Type Term | online resource |
| Carrier Type Code | cr |
| Source | rdacarrier |
| 347 ## - | |
| -- | text file |
| -- | |
| -- | rda |
| 490 1# - | |
| -- | Undergraduate Texts in Mathematics, |
| -- | 0172-6056 |
| 505 0# - | |
| -- | to Monte Carlo Methods -- Some Probability Distributions and Their Uses -- Markov Chain Monte Carlo -- Optimization by Monte Carlo Methods -- Random Walks. |
| 520 ## - | |
| -- | Monte Carlo methods are among the most used and useful computational tools available today, providing efficient and practical algorithims to solve a wide range of scientific and engineering problems. Applications covered in this book include optimization, finance, statistical mechanics, birth and death processes, and gambling systems. Explorations in Monte Carlo Methods provides a hands-on approach to learning this subject. Each new idea is carefully motivated by a realistic problem, thus leading from questions to theory via examples and numerical simulations. Programming exercises are integrated throughout the text as the primary vehicle for learning the material. Each chapter ends with a large collection of problems illustrating and directing the material. This book is suitable as a textbook for students of engineering and the sciences, as well as mathematics. The problem-oriented approach makes it ideal for an applied course in basic probability and for a more specialized course in Monte Carlo methods. Topics include probability distributions, counting combinatorial objects, simulated annealing, genetic algorithms, option pricing, gamblers ruin, statistical mechanics, sampling, and random number generation. |
| 650 #0 - | |
| -- | Distribution (Probability theory. |
| 650 #0 - | |
| -- | Computer science. |
| 650 #0 - | |
| -- | Algorithms. |
| 650 #0 - | |
| -- | Mathematics. |
| 650 #0 - | |
| -- | Computer simulation. |
| 650 #0 - | |
| -- | Mathematical optimization. |
| 650 14 - | |
| -- | Probability Theory and Stochastic Processes. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M27004 |
| 650 24 - | |
| -- | Probability and Statistics in Computer Science. |
| -- | http://scigraph.springernature.com/things/product-market-codes/I17036 |
| 650 24 - | |
| -- | Algorithms. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M14018 |
| 650 24 - | |
| -- | Game Theory, Economics, Social and Behav. Sciences. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M13011 |
| 650 24 - | |
| -- | Simulation and Modeling. |
| -- | http://scigraph.springernature.com/things/product-market-codes/I21025 |
| 650 24 - | |
| -- | Optimization. |
| -- | http://scigraph.springernature.com/things/product-market-codes/M26008 |
| 700 1# - | |
| -- | Mendivil, Franklin. |
| -- | author. |
| -- | aut |
| -- | http://id.loc.gov/vocabulary/relators/aut |
| 710 2# - | |
| -- | SpringerLink (Online service) |
| 773 0# - | |
| -- | Springer eBooks |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9780387879499 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9780387878362 |
| 776 08 - | |
| -- | Printed edition: |
| -- | 9781489983794 |
| 830 #0 - | |
| -- | Undergraduate Texts in Mathematics, |
| -- | 0172-6056 |
| 856 40 - | |
| -- | https://doi.org/10.1007/978-0-387-87837-9 |
| 912 ## - | |
| -- | ZDB-2-SMA |
| 950 ## - | |
| -- | Mathematics and Statistics (Springer-11649) |
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