Andrew Greasley (UK Aston University)

Simulation Modelling

Concepts, Tools and Practical Business Applications

• Broschiertes Buch

Produktbeschreibung

While simulation has a vast area of application, this textbook focuses on the use of simulation to analyse business processes.

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Produktdetails

• Verlag: Taylor & Francis Ltd
• Seitenzahl: 386
• Erscheinungstermin: 21. September 2022
• Englisch
• Abmessung: 244mm x 172mm x 22mm
• Gewicht: 762g
• ISBN-13: 9780367643539
• ISBN-10: 0367643537
• Artikelnr.: 64103907

Autorenporträt

Andrew Greasley is Lecturer in Supply Chain Analytics and Modelling in the School of Infrastructure and Sustainable Engineering at Aston University, Birmingham, UK.

Inhaltsangabe

INTRODUCTION
2. OVERVIEW OF THE STEPS IN A SIMULATION MODELLING STUDY
3. CONCEPTUAL MODELLING (ABSTRACTION)
4. CONCEPTUAL MODELLING (EXPLANATORY MODEL)
5. CONCEPTUAL MODELLING (DESCRIPTIVE MODEL)
5a. DERIVING THEORETICAL AND EMPIRICAL DISTRIBUTIONS USING ARENA
5b. DERIVING THEORETICAL AND EMPIRICAL DISTRIBUTIONS USING SIMIO
5c. DERIVING THEORETICAL AND EMPIRICAL DISTRIBUTIONS USING SIMUL8
6. DATA COLLECTION
7. BUILDING THE SIMULATION MODEL
7a. BUILDING THE SIMULATION IN ARENA
7b. BUILDING THE SIMULATION IN SIMIO
7c. BUILDING THE SIMULATION IN SIMUL8
8. VERIFICATION AND VALIDATION
8a. VERIFICATION AND VALIDATION WITH ARENA
8b. VERIFICATION AND VALIDATION WITH SIMIO
8c. VERIFICATION AND VALIDATION WITH SIMUL8
9. EXPERIMENTATION: SIMULATION OUTPUT ANALYSIS
9a. ARENA OUTPUT ANALYSIS
9b. SIMIO OUTPUT ANALYSIS
9c. SIMUL8 OUTPUT ANALYSIS
10. EXPERIMENTATION: SIMULATION SCENARIO ANALYSIS
10a. ARENA SCENARIO ANALYSIS
10b. SIMIO SCENARIO ANALYSIS
10c. SIMUL8 SCENARIO ANALYSIS
11. IMPLEMENTING AND INTRODUCING SIMULATION
12. HYBRID SIMULATION (COMBINING DES
ABS and SD)
13. HYBRID MODELLING (COMBINING MODEL-DRIVEN AND DATA-DRIVEN ANALYSIS)
14. INDEX