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Sturm series

Sturm series 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 Sturm series rather than just read about it. In short: In mathematics, the Sturm series associated with a pair of polynomials is named after Jacques Charles François Sturm. Definition Let p 0 {\displaystyle p_{0}} and p 1 {\displaystyle p_{1}} two univariate polynomials.

Key takeaways

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

Reference excerpt

In mathematics, the Sturm series associated with a pair of polynomials is named after Jacques Charles François Sturm.

Definition

Let p 0 {\displaystyle p_{0}} and p 1 {\displaystyle p_{1}} two univariate polynomials. Suppose that they do not have a common root and the degree of p 0 {\displaystyle p_{0}} is greater than the degree of p 1 {\displaystyle p_{1}} . The Sturm series is constructed by:

p i := p i + 1 q i + 1 − p i + 2 for i ≥ 0. {\displaystyle p_{i}:=p_{i+1}q_{i+1}-p_{i+2}{\text{ for }}i\geq 0.}

This is almost the same algorithm as Euclid's but the remainder p i + 2 {\displaystyle p_{i+2}} has negative sign.

Sturm series associated to a characteristic polynomial Let us see now Sturm series p 0 , p 1 , … , p k {\displaystyle p_{0},p_{1},\dots ,p_{k}} associated to a characteristic polynomial P {\displaystyle P} in the variable λ {\displaystyle \lambda } :

P ( λ ) = a 0 λ k + a 1 λ k − 1 + ⋯ + a k − 1 λ + a k {\displaystyle P(\lambda )=a_{0}\lambda ^{k}+a_{1}\lambda ^{k-1}+\cdots +a_{k-1}\lambda +a_{k}}

where a i {\displaystyle a_{i}} for i {\displaystyle i} in { 1 , … , k } {\displaystyle \{1,\dots ,k\}} are rational functions in R ( Z ) {\displaystyle \mathbb {R} (Z)} with the coordinate set Z {\displaystyle Z} . The series begins with two polynomials obtained by dividing P ( ı μ ) {\displaystyle P(\imath \mu )} by ı k {\displaystyle \imath ^{k}} where ı {\displaystyle \imath } represents the imaginary unit equal to − 1 {\displaystyle {\sqrt {-1}}} and separate real and imaginary parts:

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Sturm series

Start with the simplest possible case. Write down what Sturm series 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 Sturm series 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 Sturm series 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 Sturm series

In research
Sturm series 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 Sturm series 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
Sturm series is common in secondary-school and first-year university syllabi. It links to neighbouring topics Series (mathematics), so understanding it makes those chapters shorter.
In everyday life
Look for Sturm series 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 Sturm series in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Sturm series 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 Sturm series out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Sturm series in simple terms?

In mathematics, the Sturm series associated with a pair of polynomials is named after Jacques Charles François Sturm. Definition Let p 0 {\displaystyle p_{0}} and p 1 {\displaystyle p_{1}} two univariate polynomials.

Why does Sturm series 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 Sturm series?

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 Sturm series.

Tags

  • Series (mathematics)

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