Simulating business processes for descriptive, predictive, and prescriptive analytics
This book outlines the benefits and limitations of simulation, what is involved in setting up a simulation capability in an organization, the steps involved in developing a simulation model and how to ensure model results are implemented. In addition, detailed example applications are provided to sh...
| Main Author: | |
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| Format: | eBook |
| Language: | English |
| Published: |
[Boston, Mass.?]
De G Press,
[2019]
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| Subjects: | |
| Online Access: | EBSCOhost Перейти в каталог НБ ТГУ |
| LEADER | 03372nam a2200469Ki 4500 | ||
|---|---|---|---|
| 001 | koha001014293 | ||
| 003 | OCoLC | ||
| 005 | 20250222070029.0 | ||
| 006 | m d | ||
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| 008 | 200305s2019 maua ob 001 0 eng d | ||
| 035 | |a koha001014293 | ||
| 040 | |a N$T |b eng |e rda |e pn |c N$T | ||
| 020 | |a 9781547400713 |q (electronic bk.) | ||
| 020 | |a 1547400714 |q (electronic bk.) | ||
| 020 | |z 9781547416745 | ||
| 020 | |z 1547416742 | ||
| 050 | 4 | |a HD30.23 |b .G733 2019eb | |
| 072 | 7 | |a HF |2 lcco | |
| 082 | 0 | 4 | |a 658.472 |2 22 |
| 049 | |a MAIN | ||
| 100 | 1 | |a Greasley, Andrew, |9 318103 | |
| 245 | 1 | 0 | |a Simulating business processes for descriptive, predictive, and prescriptive analytics |c Andrew Greasley. |
| 264 | 1 | |a [Boston, Mass.?] |b De G Press, |c [2019] | |
| 300 | |a 1 online resource (x, 341 pages) |b illustrations. | ||
| 504 | |a Includes bibliographical references (pages 336-337) and index. | ||
| 520 | |a This book outlines the benefits and limitations of simulation, what is involved in setting up a simulation capability in an organization, the steps involved in developing a simulation model and how to ensure model results are implemented. In addition, detailed example applications are provided to show where the tool is useful and what it can offer the decision maker. -- |c Provided by publisher. | ||
| 505 | 0 | |a Frontmatter -- Preface -- Acknowledgments -- About the author -- part 1: Understanding simulation and analytics. Analytics and simulation basics -- Simulation and business processes -- Build the conceptual model -- Build the simulation -- Use simulation for descriptive, predictive and prescriptive analytics -- part 2: Simulation case studies. Case study: a simulation of a police call center -- Case study: A simulation of a "Last Mile" logistics system -- Case Study: A simulation of an enterprise resource planning system -- Case study: A simulation of a snacks process production system -- Case study: A simulation of a police arrest process -- Case study: A simulation of a food retail distribution network -- Case study: A simulation of a proposed textile plant -- Case study: A simulation of a road traffic accident process -- Case study: A simulation of a rail carriage maintenance depot -- Case study: A simulation of a rail vehicle bogie production facility -- Case study: A simulation of advanced service provision -- Case study: Generating simulation analytics with process mining -- Chapter 18. Case study: Using simulation with data envelopment analysis -- Case study: Agent-based modeling in discrete-event simulation -- Appendix A -- Appendix B -- Index. | |
| 588 | 0 | |a Print version record. | |
| 653 | 0 | |a Decision making |x Simulation methods. | |
| 653 | 0 | |a Management |x Statistical methods. | |
| 653 | 0 | |a Business intelligence. | |
| 653 | 7 | |a Business intelligence. |2 fast |0 (OCoLC)fst00842723 | |
| 653 | 7 | |a Decision making |x Simulation methods. |2 fast |0 (OCoLC)fst00889066 | |
| 653 | 7 | |a Management |x Statistical methods. |2 fast |0 (OCoLC)fst01007232 | |
| 655 | 0 | |a EBSCO eBooks |9 905790 | |
| 655 | 4 | |a Electronic books. |9 899821 | |
| 856 | 4 | 0 | |3 EBSCOhost |u https://www.lib.tsu.ru/limit/2023/EBSCO/2330456.pdf |
| 856 | |y Перейти в каталог НБ ТГУ |u https://koha.lib.tsu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=1014293 | ||
| 910 | |a EBSCO eBooks | ||
| 999 | |c 1014293 |d 1014293 | ||
| 039 | |||