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Modeling and Simulation

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May 1, 2024 4 minute read

Modeling and Simulation, or M&S, is a problem-solving process that involves the creation of a model of a system, and then using that model to simulate the system's behavior. Models can be used to analyze a system's behavior, to predict its future behavior, or to optimize its performance.

What is Modeling?

A model is a simplified representation of a real-world system. Models can be physical, mathematical, or computer-based. Physical models are made of solid materials, such as wood, plastic, or metal. Mathematical models are equations that describe the behavior of a system. Computer-based models are simulations that can be used to run experiments on the model.

What is Simulation?

Simulation is the process of running a model to see how it behaves. Simulations can be used to test different scenarios, to analyze the effects of different changes, or to predict the future behavior of the system. Simulations can be used to gain insights into the behavior of a system that would not be possible to obtain through experimentation or observation.

Why Learn Modeling and Simulation?

There are many reasons why someone might want to learn about Modeling and Simulation. Some people learn about M&S because they are curious about how things work. Others learn about it to meet academic requirements. Still others learn about M&S to use it to develop their career and professional ambitions.

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Reading list

We've selected two books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Modeling and Simulation.
A comprehensive and in-depth textbook on simulation modeling and analysis with the Arena software package.
A comprehensive and in-depth textbook on the theory and practice of simulation modeling and analysis for graduate students.
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