What is the role of randomness in simulation and modeling?

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What is the role of randomness in simulation and modeling?

The role of randomness in simulation and modeling is to introduce uncertainty and variability into the system being studied. Randomness allows for the representation of real-world scenarios where outcomes are not always predictable or deterministic. By incorporating randomness, simulations and models can generate a range of possible outcomes, enabling the analysis of different scenarios and the assessment of their likelihood. Randomness also helps in capturing the inherent complexity and stochastic nature of many real-world systems, improving the accuracy and reliability of the simulation results.