Correct usage of Calculation, Computation and Simulation

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SUMMARY

The discussion clarifies the distinctions between Calculation, Computation, and Simulation. Calculation refers to straightforward mathematical operations without complex branching, while Computation involves more intricate mathematical processes that may include branching logic. Simulation is defined as the imitation of one process using another, often facilitated by computer programs. The context of solving a differential equation system with a series approximation numerically is categorized as Computation rather than Simulation.

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  • Understanding of basic mathematical operations and terminology
  • Familiarity with differential equations and numerical methods
  • Knowledge of programming concepts related to simulations
  • Awareness of the distinctions between mathematical terms and their applications
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  • Research the differences between Calculation and Computation in mathematical contexts
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  • Investigate the role of branching logic in computational processes
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This discussion is beneficial for mathematicians, computer scientists, and educators who seek to understand and communicate the nuances between Calculation, Computation, and Simulation effectively.

Hooverstein
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Dear All,

I started to look around for a reliable definition of the differences between Calculation, Computation and Simulation, but I'm not satisfied with what I've found. In your view, what are the correct usages of these terms? When something becomes more than a computation or calculation and becomes a simulation? To have a definite question: if I'm solving a differential equation system with a series approximation numerically, what is the correct term for it?

Thanks for the answers in advance.
 
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Hooverstein said:
Dear All,

I In your view, what are the correct usages of these terms?

In my view, I don't know of any mathematics that requires making a distinction among those terms, so whatever distinction should be made is an ordinary question about the the use of language - i.e. it isn't a question about distinguishing among technical terms such as "confidence interval", "prediction interval", "credible interval".

To me, simulation is doing some process which imitates some other process. You might do it by a computer program or a board game or role playing. The intent to reproduce significant aspects of one phenomenon by using a different phenomenon is what makes something a simulation. Among computer specialists, simulation means using computer programs to accomplish this. Among wargamers, it means using games.

I think of calculation as performing mathematical steps that don't involve much branching logic and computation as doing mathematic steps that do. The mathematical steps can involve arithmetic or symbolic manipulation. The output can be numerical or symbolic.
 

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