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monte carlo simulation is used to give solutions of deterministic problems whereas

stochastic simulation is used for stochastic problems.

basically Monte carlo simulation was named after world war -2 by j. von newmann to solve real world problems

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Q: Difference between Monte Carlo computation and stochastic simulation?
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