Simulation Modeling And Analysis With Arena:
Gespeichert in:
| Format: | Elektronisch E-Book |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
San Diego
Academic Press
2007
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Beschreibung: | Simulation Modeling and Analysis with Arena is a highly readable textbook which treats the essentials of the Monte Carlo discrete-event simulation methodology, and does so in the context of a popular Arena simulation environment. It treats simulation modeling as an in-vitro laboratory that facilitates the understanding of complex systems and experimentation with what-if scenarios in order to estimate their performance metrics. The book contains chapters on the simulation modeling methodology and the underpinnings of discrete-event systems, as well as the relevant underlying probability, statistics, stochastic processes, input analysis, model validation and output analysis. All simulation-related concepts are illustrated in numerous Arena examples, encompassing production lines, manufacturing and inventory systems, transportation systems, and computer information systems in networked settings. Introduces the concept of discrete event Monte Carlo simulation, the most commonly used methodology for modeling and analysis of complex systems Covers essential workings of the popular animated simulation language, ARENA, including set-up, design parameters, input data, and output analysis, along with a wide variety of sample model applications from production lines to transportation systems Reviews elements of statistics, probability, and stochastic processes relevant to simulation modeling * Ample end-of-chapter problems and full Solutions Manual * Includes CD with sample ARENA modeling programs Chapter 1 Introduction to Simulation Modeling; Chapter 2 Discrete Event Simulation;Chapter 3 Elements of Probability and Statistics;Chapter 4 Random Number and Variate Generation;Chapter 5 Arena Basics;Chapter 6 Model Testing and Debugging Facilities;Chapter 7 Input Analysis; Chapter 8 Model Goodness: Verification and Validation;Chapter 9 Output Analysis;Chapter 10 Correlation Analysis;Chapter 11 Modeling Production Lines;Chapter 12 Modeling Supply Chain Systems; Chapter 13 Modeling Transportation Systems;Chapter 14 Modeling Computer Information Systems;Appendix A Frequently Used Arena Constructs;Appendix B VBA in Arena;References; Index Includes bibliographical references and index |
| Beschreibung: | 1 Online-Ressource (1 online resource) |
| ISBN: | 9780123705235 0123705231 |
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| 500 | |a Simulation Modeling and Analysis with Arena is a highly readable textbook which treats the essentials of the Monte Carlo discrete-event simulation methodology, and does so in the context of a popular Arena simulation environment. It treats simulation modeling as an in-vitro laboratory that facilitates the understanding of complex systems and experimentation with what-if scenarios in order to estimate their performance metrics. The book contains chapters on the simulation modeling methodology and the underpinnings of discrete-event systems, as well as the relevant underlying probability, statistics, stochastic processes, input analysis, model validation and output analysis. All simulation-related concepts are illustrated in numerous Arena examples, encompassing production lines, manufacturing and inventory systems, transportation systems, and computer information systems in networked settings. Introduces the concept of discrete event Monte Carlo simulation, the most commonly used methodology for modeling and analysis of complex systems Covers essential workings of the popular animated simulation language, ARENA, including set-up, design parameters, input data, and output analysis, along with a wide variety of sample model applications from production lines to transportation systems Reviews elements of statistics, probability, and stochastic processes relevant to simulation modeling * Ample end-of-chapter problems and full Solutions Manual * Includes CD with sample ARENA modeling programs | ||
| 500 | |a Chapter 1 Introduction to Simulation Modeling; Chapter 2 Discrete Event Simulation;Chapter 3 Elements of Probability and Statistics;Chapter 4 Random Number and Variate Generation;Chapter 5 Arena Basics;Chapter 6 Model Testing and Debugging Facilities;Chapter 7 Input Analysis; Chapter 8 Model Goodness: Verification and Validation;Chapter 9 Output Analysis;Chapter 10 Correlation Analysis;Chapter 11 Modeling Production Lines;Chapter 12 Modeling Supply Chain Systems; Chapter 13 Modeling Transportation Systems;Chapter 14 Modeling Computer Information Systems;Appendix A Frequently Used Arena Constructs;Appendix B VBA in Arena;References; Index | ||
| 500 | |a Includes bibliographical references and index | ||
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| discipline | Technik Informatik Mathematik |
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| spelling | Simulation Modeling And Analysis With Arena San Diego Academic Press 2007 1 Online-Ressource (1 online resource) txt rdacontent c rdamedia cr rdacarrier Simulation Modeling and Analysis with Arena is a highly readable textbook which treats the essentials of the Monte Carlo discrete-event simulation methodology, and does so in the context of a popular Arena simulation environment. It treats simulation modeling as an in-vitro laboratory that facilitates the understanding of complex systems and experimentation with what-if scenarios in order to estimate their performance metrics. The book contains chapters on the simulation modeling methodology and the underpinnings of discrete-event systems, as well as the relevant underlying probability, statistics, stochastic processes, input analysis, model validation and output analysis. All simulation-related concepts are illustrated in numerous Arena examples, encompassing production lines, manufacturing and inventory systems, transportation systems, and computer information systems in networked settings. Introduces the concept of discrete event Monte Carlo simulation, the most commonly used methodology for modeling and analysis of complex systems Covers essential workings of the popular animated simulation language, ARENA, including set-up, design parameters, input data, and output analysis, along with a wide variety of sample model applications from production lines to transportation systems Reviews elements of statistics, probability, and stochastic processes relevant to simulation modeling * Ample end-of-chapter problems and full Solutions Manual * Includes CD with sample ARENA modeling programs Chapter 1 Introduction to Simulation Modeling; Chapter 2 Discrete Event Simulation;Chapter 3 Elements of Probability and Statistics;Chapter 4 Random Number and Variate Generation;Chapter 5 Arena Basics;Chapter 6 Model Testing and Debugging Facilities;Chapter 7 Input Analysis; Chapter 8 Model Goodness: Verification and Validation;Chapter 9 Output Analysis;Chapter 10 Correlation Analysis;Chapter 11 Modeling Production Lines;Chapter 12 Modeling Supply Chain Systems; Chapter 13 Modeling Transportation Systems;Chapter 14 Modeling Computer Information Systems;Appendix A Frequently Used Arena Constructs;Appendix B VBA in Arena;References; Index Includes bibliographical references and index Arena (Computer file) Monte Carlo method Digital computer simulation Industrial management / Computer simulation ARENA Programm (DE-588)7738651-6 gnd rswk-swf Ingenieurwissenschaften (DE-588)4137304-2 gnd rswk-swf Computersimulation (DE-588)4148259-1 gnd rswk-swf ARENA 7 (DE-588)7544044-1 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Ingenieurwissenschaften (DE-588)4137304-2 s ARENA Programm (DE-588)7738651-6 s DE-604 Computersimulation (DE-588)4148259-1 s ARENA 7 (DE-588)7544044-1 s 2\p DE-604 http://www.sciencedirect.com/science/book/9780123705235 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Simulation Modeling And Analysis With Arena Arena (Computer file) Monte Carlo method Digital computer simulation Industrial management / Computer simulation ARENA Programm (DE-588)7738651-6 gnd Ingenieurwissenschaften (DE-588)4137304-2 gnd Computersimulation (DE-588)4148259-1 gnd ARENA 7 (DE-588)7544044-1 gnd |
| subject_GND | (DE-588)7738651-6 (DE-588)4137304-2 (DE-588)4148259-1 (DE-588)7544044-1 (DE-588)4123623-3 |
| title | Simulation Modeling And Analysis With Arena |
| title_auth | Simulation Modeling And Analysis With Arena |
| title_exact_search | Simulation Modeling And Analysis With Arena |
| title_full | Simulation Modeling And Analysis With Arena |
| title_fullStr | Simulation Modeling And Analysis With Arena |
| title_full_unstemmed | Simulation Modeling And Analysis With Arena |
| title_short | Simulation Modeling And Analysis With Arena |
| title_sort | simulation modeling and analysis with arena |
| topic | Arena (Computer file) Monte Carlo method Digital computer simulation Industrial management / Computer simulation ARENA Programm (DE-588)7738651-6 gnd Ingenieurwissenschaften (DE-588)4137304-2 gnd Computersimulation (DE-588)4148259-1 gnd ARENA 7 (DE-588)7544044-1 gnd |
| topic_facet | Arena (Computer file) Monte Carlo method Digital computer simulation Industrial management / Computer simulation ARENA Programm Ingenieurwissenschaften Computersimulation ARENA 7 Lehrbuch |
| url | http://www.sciencedirect.com/science/book/9780123705235 |