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Advanced Systems Modeling and Simulation

Editat de Anjali Awasthi
en Limba Engleză Paperback – 30 noi 2022
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
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Specificații

ISBN-13: 9780323897723
ISBN-10: 032389772X
Pagini: 250
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE

Public țintă

Researchers and postgraduate students working on complex systems from an engineering perspective. Engineers, researchers, and designers in industry with an interest in simulation techniques.

Cuprins

1. Fundamentals of Systems Simulation
2. Discrete Event Simulation
3. System Dynamics Simulation
4. Monte Carlo Simulation
5. Agent Based Simulation
6. Uncertainty Modeling
7. Simulation-Based Optimization
8. Large Scale Systems Simulation
9. Simulation Applications and Case Studies