Correct usage of Calculation, Computation and Simulation

In summary, the terms calculation, computation, and simulation can have different meanings depending on the context and perspective. Simulation involves imitating one process using another, usually through the use of computer programs. Calculation involves performing mathematical steps without much branching logic, while computation involves performing more complex mathematical steps involving branching logic. Ultimately, the use of these terms may vary and depend on the specific context and field of study.
  • #1
Hooverstein
1
0
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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  • #2
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.
 

1. What is the difference between calculation, computation, and simulation?

Calculation is the process of finding a numerical answer using mathematical operations. Computation is similar, but it also involves the use of algorithms and computer software to solve equations. Simulation is the use of a computer program to model a real-life situation or process.

2. When should I use calculation, computation, or simulation?

Calculation is most appropriate for simple mathematical problems with known formulas. Computation is useful for more complex problems that require algorithms or computer software. Simulation is used for situations where experimentation or real-world data is limited or impossible to obtain.

3. Can the terms calculation, computation, and simulation be used interchangeably?

No, these terms have distinct meanings and should not be used interchangeably. While they are all related to mathematical problem-solving, they involve different techniques and applications.

4. What are some examples of using calculation, computation, and simulation in science?

Calculation is commonly used in physics and chemistry to solve equations and determine values such as velocity and concentration. Computation is used in fields such as computer science and engineering to develop algorithms and solve complex problems. Simulation is used in fields like biology and economics to model real-life scenarios and predict outcomes.

5. How can I ensure the accuracy of my calculations, computations, and simulations?

It is important to double-check your work and use reliable sources for formulas and data. For calculations and computations, using a calculator or computer software can help minimize errors. For simulations, it is important to validate the model by comparing the results to real-world data or conducting multiple simulations with varying parameters.

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