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Ansatz: Simple Definition, Examples, Comparison to Hypothesis

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An Ansatz is a starting point or basic approach to a problem. In mathematics, it is a statement not based on any formal principle or theory. It’s a guess or approach (especially with reference to an unknown function) that you test; This educated guess leads to a verifiable result. If you can’t verify the result, you start over.


“If you don’t like the answer, change the question” ~ (Martin, 2004)

Ansatz vs Hypothesis

In some ways, the ansatz is similar to hypothesis testing in statistics: you state a problem, and test your theory. The main difference though is that in hypothesis testing, you’re taking a known hypothesis (something that’s generally accepted as true) and you’re trying to falsify it (i.e. reject the null hypothesis). With an ansatz, you’re taking something you know is probably not true (at least, not when taken as a whole). Then along the way, you tweak it, hopefully leading to a true result. The concept then, is probably closer to priors in Bayesian theory; a prior is a “best guess” about a situation, before you actually have any evidence. Once you gather evidence, the prior gets updated.

When is it NOT an Ansatz?

Let’s say you were trying to find a solution to a differential equation. These equations can’t be solved by a single method, so you could use a guess and check method. If your guess and check results in a solution for the differential equation, then you’ve just used an ansatz. Note though, that your initial guess can’t be based on a known theory or principle. So if you’re following, for example, the separation of variables method, that isn’t an ansatz.

Bethe Ansatz

The Bethe Ansatz is an exact method (developed by Cornell physicist Hans Bethe) for calculating eigenvalues and eigenvectors for a select class of quantum many-body systems (Gould & Tobochnik).

References

Martin, R. Electronic Structure Basic Theory and Practical Methods. Cambridge University Press, 2004.
Müller, G. “Introduction to the Bethe….” hhttps://aip.scitation.org/doi/pdf/10.1063/1.4822511

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Stephanie Glen. "Ansatz: Simple Definition, Examples, Comparison to Hypothesis" From CalculusHowTo.com: Calculus for the rest of us! https://www.calculushowto.com/ansatz-definition/
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