Advanced Systems Modeling and Simulation explains a wide range of concepts, tools, and techniques for advanced systems modeling and simulation.A simulation is a computer model of a system and almost any phenomenon can be analyzed and described as such in order to gain practical insights into how it works. Increases in computing power as well as ongoing developments in the creation and storage of data have brought simulations into a wider range of application areas, adding significant value and also creating a need for information and advice on how to use these tools in new contexts.Starting with fundamental information on modeling and simulation, this book goes on to provide detailed and practical advice on the most relevant modeling and simulation methods, before exploring case studies from applications in other areas, including transportation, supply chain, manufacturing, and healthcare. Explains the fundamentals of systems modeling, helping a wide range of readers engage with these methods Provides practical advice on decision-making under uncertainty Features applications and case studies from a range of industries, including manufacturing, supply chain, transport, and healthcare INDICE: 1. Fundamentals of Systems Simulation2. Discrete Event Simulation3. System Dynamics Simulation4. Monte Carlo Simulation5. Agent Based Simulation6. Uncertainty Modeling7. Simulation-Based Optimization8. Large Scale Systems Simulation9. Simulation Applications and Case Studies
- ISBN: 978-0-323-89772-3
- Editorial: Elsevier
- Encuadernacion: Rústica
- Páginas: 250
- Fecha Publicación: 01/12/2022
- Nº Volúmenes: 1
- Idioma: Inglés