Monte-Carlo simulation: an introduction for engineers and scientists
Gespeichert in:
1. Verfasser: | |
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Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press
2023
|
Ausgabe: | First edition |
Online-Zugang: | FHD01 |
Beschreibung: | 1 Online-Ressource (xiii, 98 Seiten) |
ISBN: | 9781000655704 |
Internformat
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100 | 1 | |a Stevens, Alan |e Verfasser |4 aut | |
245 | 1 | 0 | |a Monte-Carlo simulation |b an introduction for engineers and scientists |c Alan Stevens |
250 | |a First edition | ||
264 | 1 | |a Boca Raton ; London ; New York |b CRC Press |c 2023 | |
300 | |a 1 Online-Ressource (xiii, 98 Seiten) | ||
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505 | 8 | |a Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- About the Author -- Chapter 1: The Basic Idea -- 1.1. Introduction -- Chapter 2: Buffon's Needle -- 2.1. Background -- 2.2. Computer Simulation -- 2.3. Features of the Simulation -- 2.4. Precision -- 2.5. Physical Simulation -- 2.6. Buffon's Formula -- 2.7. Exercises -- Chapter 3: Areas and Integrals -- 3.1. Temperature Profile -- 3.2. Simulation -- 3.3. Sample Mean Method -- 3.4. Higher Dimensions -- 3.5. Exercises -- Chapter 4: Thermal Radiation -- 4.1. Radiation View Factor -- 4.2. Simulation | |
505 | 8 | |a 4.3. Precision -- 4.4. Exercises -- Chapter 5: Bending Beams -- 5.1. Neutral Axis Offset -- 5.2. Simulation -- 5.3. Precision -- 5.4. Exercises -- Chapter 6: Torus Segment -- 6.1. Volume of a Segment of Torus -- 6.2. Simulation -- 6.3. Precision -- 6.4. Exercises -- Chapter 7: Radiation Shielding -- 7.1. Diffusion -- 7.2. Gamma-Ray Shielding -- 7.3. Build-up Factor and Energy Distribution -- 7.4. Simulation -- 7.5. Build-up Factors -- 7.6. Exercises -- Chapter 8: Stressed Cylinder -- 8.1. Buckling Probability -- 8.2. Simulation -- 8.3. Precision -- 8.4. Wilks' Method -- 8.5. Exercises | |
505 | 8 | |a Chapter 9: Linear Resistive Networks -- 9.1. Circuit Analysis by Random Walk -- 9.2. Single-Node Simulation -- 9.3. Unit-Resistance Cube Simulation -- 9.4. Heat Conduction Simulation -- 9.5. Exercises -- Chapter 10: Magnetic Phase Transitions -- 10.1. Ising Spin Model -- 10.2. Physical Properties -- 10.3. The Gibbs and Metropolis Algorithms -- 10.4. Simulation -- 10.5. Exercises -- Chapter 11: Polymer Chains -- 11.1. Polymers -- 11.2. Simulation -- 11.3. Precision -- 11.4. Exercises -- Chapter 12: Solutions To Selected Exercises -- 12.1. Exercise 2.7.4 -- 12.2. Exercise 3.5.2 | |
505 | 8 | |a 12.3. Exercise 4.4.1 -- 12.4. Exercise 5.4.2 -- 12.5. Exercise 6.4.2 -- 12.6. Exercise 7.6.2 -- 12.7. Exercise 8.4.2 -- 12.8. Exercise 9.5.1 -- 12.9. Exercise 10.5.3 -- 12.10. Exercise 11.4.3 -- Appendix A: Random Numbers -- A.1. Introduction -- A.2. Uniformly Distributed Random Numbers -- A.3. Normally Distributed Random Numbers -- Appendix B: Variance Reduction -- B.1. Introduction -- B.2. Importance Weighting -- B.3. Antithetic Variates -- B.4. Control Variates -- Index | |
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author | Stevens, Alan |
author_facet | Stevens, Alan |
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contents | Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- About the Author -- Chapter 1: The Basic Idea -- 1.1. Introduction -- Chapter 2: Buffon's Needle -- 2.1. Background -- 2.2. Computer Simulation -- 2.3. Features of the Simulation -- 2.4. Precision -- 2.5. Physical Simulation -- 2.6. Buffon's Formula -- 2.7. Exercises -- Chapter 3: Areas and Integrals -- 3.1. Temperature Profile -- 3.2. Simulation -- 3.3. Sample Mean Method -- 3.4. Higher Dimensions -- 3.5. Exercises -- Chapter 4: Thermal Radiation -- 4.1. Radiation View Factor -- 4.2. Simulation 4.3. Precision -- 4.4. Exercises -- Chapter 5: Bending Beams -- 5.1. Neutral Axis Offset -- 5.2. Simulation -- 5.3. Precision -- 5.4. Exercises -- Chapter 6: Torus Segment -- 6.1. Volume of a Segment of Torus -- 6.2. Simulation -- 6.3. Precision -- 6.4. Exercises -- Chapter 7: Radiation Shielding -- 7.1. Diffusion -- 7.2. Gamma-Ray Shielding -- 7.3. Build-up Factor and Energy Distribution -- 7.4. Simulation -- 7.5. Build-up Factors -- 7.6. Exercises -- Chapter 8: Stressed Cylinder -- 8.1. Buckling Probability -- 8.2. Simulation -- 8.3. Precision -- 8.4. Wilks' Method -- 8.5. Exercises Chapter 9: Linear Resistive Networks -- 9.1. Circuit Analysis by Random Walk -- 9.2. Single-Node Simulation -- 9.3. Unit-Resistance Cube Simulation -- 9.4. Heat Conduction Simulation -- 9.5. Exercises -- Chapter 10: Magnetic Phase Transitions -- 10.1. Ising Spin Model -- 10.2. Physical Properties -- 10.3. The Gibbs and Metropolis Algorithms -- 10.4. Simulation -- 10.5. Exercises -- Chapter 11: Polymer Chains -- 11.1. Polymers -- 11.2. Simulation -- 11.3. Precision -- 11.4. Exercises -- Chapter 12: Solutions To Selected Exercises -- 12.1. Exercise 2.7.4 -- 12.2. Exercise 3.5.2 12.3. Exercise 4.4.1 -- 12.4. Exercise 5.4.2 -- 12.5. Exercise 6.4.2 -- 12.6. Exercise 7.6.2 -- 12.7. Exercise 8.4.2 -- 12.8. Exercise 9.5.1 -- 12.9. Exercise 10.5.3 -- 12.10. Exercise 11.4.3 -- Appendix A: Random Numbers -- A.1. Introduction -- A.2. Uniformly Distributed Random Numbers -- A.3. Normally Distributed Random Numbers -- Appendix B: Variance Reduction -- B.1. Introduction -- B.2. Importance Weighting -- B.3. Antithetic Variates -- B.4. Control Variates -- Index |
ctrlnum | (OCoLC)1347216818 (DE-599)BVBBV048498764 |
edition | First edition |
format | Electronic eBook |
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institution | BVB |
isbn | 9781000655704 |
language | English |
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spelling | Stevens, Alan Verfasser aut Monte-Carlo simulation an introduction for engineers and scientists Alan Stevens First edition Boca Raton ; London ; New York CRC Press 2023 1 Online-Ressource (xiii, 98 Seiten) txt rdacontent c rdamedia cr rdacarrier Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- About the Author -- Chapter 1: The Basic Idea -- 1.1. Introduction -- Chapter 2: Buffon's Needle -- 2.1. Background -- 2.2. Computer Simulation -- 2.3. Features of the Simulation -- 2.4. Precision -- 2.5. Physical Simulation -- 2.6. Buffon's Formula -- 2.7. Exercises -- Chapter 3: Areas and Integrals -- 3.1. Temperature Profile -- 3.2. Simulation -- 3.3. Sample Mean Method -- 3.4. Higher Dimensions -- 3.5. Exercises -- Chapter 4: Thermal Radiation -- 4.1. Radiation View Factor -- 4.2. Simulation 4.3. Precision -- 4.4. Exercises -- Chapter 5: Bending Beams -- 5.1. Neutral Axis Offset -- 5.2. Simulation -- 5.3. Precision -- 5.4. Exercises -- Chapter 6: Torus Segment -- 6.1. Volume of a Segment of Torus -- 6.2. Simulation -- 6.3. Precision -- 6.4. Exercises -- Chapter 7: Radiation Shielding -- 7.1. Diffusion -- 7.2. Gamma-Ray Shielding -- 7.3. Build-up Factor and Energy Distribution -- 7.4. Simulation -- 7.5. Build-up Factors -- 7.6. Exercises -- Chapter 8: Stressed Cylinder -- 8.1. Buckling Probability -- 8.2. Simulation -- 8.3. Precision -- 8.4. Wilks' Method -- 8.5. Exercises Chapter 9: Linear Resistive Networks -- 9.1. Circuit Analysis by Random Walk -- 9.2. Single-Node Simulation -- 9.3. Unit-Resistance Cube Simulation -- 9.4. Heat Conduction Simulation -- 9.5. Exercises -- Chapter 10: Magnetic Phase Transitions -- 10.1. Ising Spin Model -- 10.2. Physical Properties -- 10.3. The Gibbs and Metropolis Algorithms -- 10.4. Simulation -- 10.5. Exercises -- Chapter 11: Polymer Chains -- 11.1. Polymers -- 11.2. Simulation -- 11.3. Precision -- 11.4. Exercises -- Chapter 12: Solutions To Selected Exercises -- 12.1. Exercise 2.7.4 -- 12.2. Exercise 3.5.2 12.3. Exercise 4.4.1 -- 12.4. Exercise 5.4.2 -- 12.5. Exercise 6.4.2 -- 12.6. Exercise 7.6.2 -- 12.7. Exercise 8.4.2 -- 12.8. Exercise 9.5.1 -- 12.9. Exercise 10.5.3 -- 12.10. Exercise 11.4.3 -- Appendix A: Random Numbers -- A.1. Introduction -- A.2. Uniformly Distributed Random Numbers -- A.3. Normally Distributed Random Numbers -- Appendix B: Variance Reduction -- B.1. Introduction -- B.2. Importance Weighting -- B.3. Antithetic Variates -- B.4. Control Variates -- Index Erscheint auch als Online-Ausgabe 978-1-003-29523-5 Erscheint auch als Druck-Ausgabe, hbk 978-1-032-28077-6 Erscheint auch als Druck-Ausgabe, pbk 978-1-032-28080-6 |
spellingShingle | Stevens, Alan Monte-Carlo simulation an introduction for engineers and scientists Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Contents -- Preface -- About the Author -- Chapter 1: The Basic Idea -- 1.1. Introduction -- Chapter 2: Buffon's Needle -- 2.1. Background -- 2.2. Computer Simulation -- 2.3. Features of the Simulation -- 2.4. Precision -- 2.5. Physical Simulation -- 2.6. Buffon's Formula -- 2.7. Exercises -- Chapter 3: Areas and Integrals -- 3.1. Temperature Profile -- 3.2. Simulation -- 3.3. Sample Mean Method -- 3.4. Higher Dimensions -- 3.5. Exercises -- Chapter 4: Thermal Radiation -- 4.1. Radiation View Factor -- 4.2. Simulation 4.3. Precision -- 4.4. Exercises -- Chapter 5: Bending Beams -- 5.1. Neutral Axis Offset -- 5.2. Simulation -- 5.3. Precision -- 5.4. Exercises -- Chapter 6: Torus Segment -- 6.1. Volume of a Segment of Torus -- 6.2. Simulation -- 6.3. Precision -- 6.4. Exercises -- Chapter 7: Radiation Shielding -- 7.1. Diffusion -- 7.2. Gamma-Ray Shielding -- 7.3. Build-up Factor and Energy Distribution -- 7.4. Simulation -- 7.5. Build-up Factors -- 7.6. Exercises -- Chapter 8: Stressed Cylinder -- 8.1. Buckling Probability -- 8.2. Simulation -- 8.3. Precision -- 8.4. Wilks' Method -- 8.5. Exercises Chapter 9: Linear Resistive Networks -- 9.1. Circuit Analysis by Random Walk -- 9.2. Single-Node Simulation -- 9.3. Unit-Resistance Cube Simulation -- 9.4. Heat Conduction Simulation -- 9.5. Exercises -- Chapter 10: Magnetic Phase Transitions -- 10.1. Ising Spin Model -- 10.2. Physical Properties -- 10.3. The Gibbs and Metropolis Algorithms -- 10.4. Simulation -- 10.5. Exercises -- Chapter 11: Polymer Chains -- 11.1. Polymers -- 11.2. Simulation -- 11.3. Precision -- 11.4. Exercises -- Chapter 12: Solutions To Selected Exercises -- 12.1. Exercise 2.7.4 -- 12.2. Exercise 3.5.2 12.3. Exercise 4.4.1 -- 12.4. Exercise 5.4.2 -- 12.5. Exercise 6.4.2 -- 12.6. Exercise 7.6.2 -- 12.7. Exercise 8.4.2 -- 12.8. Exercise 9.5.1 -- 12.9. Exercise 10.5.3 -- 12.10. Exercise 11.4.3 -- Appendix A: Random Numbers -- A.1. Introduction -- A.2. Uniformly Distributed Random Numbers -- A.3. Normally Distributed Random Numbers -- Appendix B: Variance Reduction -- B.1. Introduction -- B.2. Importance Weighting -- B.3. Antithetic Variates -- B.4. Control Variates -- Index |
title | Monte-Carlo simulation an introduction for engineers and scientists |
title_auth | Monte-Carlo simulation an introduction for engineers and scientists |
title_exact_search | Monte-Carlo simulation an introduction for engineers and scientists |
title_exact_search_txtP | Monte-Carlo simulation an introduction for engineers and scientists |
title_full | Monte-Carlo simulation an introduction for engineers and scientists Alan Stevens |
title_fullStr | Monte-Carlo simulation an introduction for engineers and scientists Alan Stevens |
title_full_unstemmed | Monte-Carlo simulation an introduction for engineers and scientists Alan Stevens |
title_short | Monte-Carlo simulation |
title_sort | monte carlo simulation an introduction for engineers and scientists |
title_sub | an introduction for engineers and scientists |
work_keys_str_mv | AT stevensalan montecarlosimulationanintroductionforengineersandscientists |