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Padé approximant

Padé approximant is a mathematics topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Padé approximant rather than just read about it. In short: In mathematics, a Padé approximant is the "best" approximation of a function near a specific point by a rational function of given order. Under this technique, the approximant's power series agrees with the power series of the function it is approximating.

Padé approximant — main illustration
Padé approximant — illustration

Key takeaways

  • Padé approximant belongs to mathematics; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Padé approximant to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Padé approximant from memory before moving on to harder problems.

Reference excerpt

In mathematics, a Padé approximant is the "best" approximation of a function near a specific point by a rational function of given order. Under this technique, the approximant's power series agrees with the power series of the function it is approximating. The technique was developed around 1890 by Henri Padé, but goes back to Georg Frobenius, who introduced the idea and investigated the features of rational approximations of power series. The Padé approximant often gives better approximation of the function than truncating its Taylor series, and it may still work where the Taylor series does not converge. For these reasons Padé approximants are used extensively in computer calculations. They have also been used as auxiliary functions in Diophantine approximation and transcendental number theory, though for sharp results, ad hoc methods—in some sense inspired by the Padé theory—typically replace them. Since a Padé approximant is a rational function, an artificial singular point may occur as an approximation, but this can be avoided by Borel–Padé analysis. The reason the Padé approximant tends to be a better approximation than a truncating Taylor series is clear from the viewpoint of the multi-point summation method. Since there are many cases in which the asymptotic expansion at infinity becomes 0 or a constant, it can be interpreted as the "incomplete two-point Padé approximation", in which the ordinary Padé approximation improves on the method of truncating a Taylor series.

Definition Given a function f and two integers m ≥ 0 and n ≥ 1, the Padé approximant of order [m/n] is the rational function

R ( x ) = ∑ j = 0 m a j x j 1 + ∑ k = 1 n b k x k = a 0 + a 1 x + a 2 x 2 + ⋯ + a m x m 1 + b 1 x + b 2 x 2 + ⋯ + b n x n , {\displaystyle R(x)={\frac {\sum _{j=0}^{m}a_{j}x^{j}}{1+\sum _{k=1}^{n}b_{k}x^{k}}}={\frac {a_{0}+a_{1}x+a_{2}x^{2}+\dots +a_{m}x^{m}}{1+b_{1}x+b_{2}x^{2}+\dots +b_{n}x^{n}}},}

which agrees with f(x) to the highest possible order, which amounts to

f ( 0 ) = R ( 0 ) , f ′ ( 0 ) = R ′ ( 0 ) , f ″ ( 0 ) = R ″ ( 0 ) , ⋮ f ( m + n ) ( 0 ) = R ( m + n ) ( 0 ) . {\displaystyle {\begin{aligned}f(0)&=R(0),\\f'(0)&=R'(0),\\f''(0)&=R''(0),\\&\mathrel {\;\vdots } \\f^{(m+n)}(0)&=R^{(m+n)}(0).\end{aligned}}}

… excerpt ends here. Continue reading the full article.

Illustrations

Padé approximant: Henri Padé
Henri Padé

Worked examples

Example 1 — a first encounter with Padé approximant

Start with the simplest possible case. Write down what Padé approximant claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In mathematics, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Padé approximant before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Padé approximant ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Padé approximant

In research
Padé approximant appears in mathematics research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Padé approximant in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Padé approximant is common in secondary-school and first-year university syllabi. It links to neighbouring topics Numerical analysis, Rational functions, Sequences and series, so understanding it makes those chapters shorter.
In everyday life
Look for Padé approximant outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Padé approximant in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Padé approximant means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Padé approximant out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Padé approximant in simple terms?

In mathematics, a Padé approximant is the "best" approximation of a function near a specific point by a rational function of given order. Under this technique, the approximant's power series agrees with the power series of the function it is approximating.

Why does Padé approximant matter?

Because it connects several mathematics ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Padé approximant?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Padé approximant.

Tags

  • Numerical analysis
  • Rational functions
  • Sequences and series

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