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Weyr canonical form

Weyr canonical form 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 Weyr canonical form rather than just read about it. In short: In mathematics, in linear algebra, a Weyr canonical form (or, Weyr form or Weyr matrix) is a square matrix which (in some sense) induces "nice" properties with matrices it commutes with. It also has a particularly simple structure and the conditions for possessing a Weyr form are fairly weak, making it a suitable tool for studying classes of commuting matrices.

Weyr canonical form — main illustration
Weyr canonical form — illustration

Key takeaways

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

Reference excerpt

In mathematics, in linear algebra, a Weyr canonical form (or, Weyr form or Weyr matrix) is a square matrix which (in some sense) induces "nice" properties with matrices it commutes with. It also has a particularly simple structure and the conditions for possessing a Weyr form are fairly weak, making it a suitable tool for studying classes of commuting matrices. A square matrix is said to be in the Weyr canonical form if the matrix has the structure defining the Weyr canonical form. The Weyr form was discovered by the Czech mathematician Eduard Weyr in 1885. The Weyr form did not become popular among mathematicians and it was overshadowed by the closely related, but distinct, canonical form known by the name Jordan canonical form. The Weyr form has been rediscovered several times since Weyr’s original discovery in 1885. This form has been variously called as modified Jordan form, reordered Jordan form, second Jordan form, and H-form. The current terminology is credited to Shapiro who introduced it in a paper published in the American Mathematical Monthly in 1999. Recently several applications have been found for the Weyr matrix. Of particular interest is an application of the Weyr matrix in the study of phylogenetic invariants in biomathematics.

Definitions

Basic Weyr matrix

Definition A basic Weyr matrix with eigenvalue λ {\displaystyle \lambda } is an n × n {\displaystyle n\times n} matrix W {\displaystyle W} of the following form: There is an integer partition

n 1 + n 2 + ⋯ + n r = n {\displaystyle n_{1}+n_{2}+\cdots +n_{r}=n} of n {\displaystyle n} with n 1 ≥ n 2 ≥ ⋯ ≥ n r ≥ 1 {\displaystyle n_{1}\geq n_{2}\geq \cdots \geq n_{r}\geq 1}

such that, when W {\displaystyle W} is viewed as an r × r {\displaystyle r\times r} block matrix ( W i j ) {\displaystyle (W_{ij})} , where the ( i , j ) {\displaystyle (i,j)} block W i j {\displaystyle W_{ij}} is an n i × n j {\displaystyle n_{i}\times n_{j}} matrix, the following three features are present:

The main diagonal blocks W i i {\displaystyle W_{ii}} are the n i × n i {\displaystyle n_{i}\times n_{i}} scalar matrices λ I {\displaystyle \lambda I} for i = 1 , … , r {\displaystyle i=1,\ldots ,r} . In other words, the entries W i i {\displaystyle W_{ii}} in the main block are eigenvalues. The first superdiagonal blocks W i , i + 1 {\displaystyle W_{i,i+1}} are full column rank n i × n i + 1 {\displaystyle n_{i}\times n_{i+1}} matrices in reduced row-echelon form (that is, an identity matrix followed by zero rows) for i = 1 , … , r − 1 {\displaystyle i=1,\ldots ,r-1} . This is equivalent to an identity matrix in reduced row echelon form, above the main blocks. All other blocks of W are zero (that is, W i j = 0 {\displaystyle W_{ij}=0} when j ≠ i , i + 1 {\displaystyle j\neq i,i+1} ). In this case, we say that W {\displaystyle W} has Weyr structure ( n 1 , n 2 , … , n r ) {\displaystyle (n_{1},n_{2},\ldots ,n_{r})} .

Example The following is an example of a basic Weyr matrix.

… excerpt ends here. Continue reading the full article.

Illustrations

Weyr canonical form: The image shows an example of a general Weyr matrix consisting of two blocks each of which is a basic Weyr matrix. The basic Weyr matrix in the top-left corner has the structure (4,2,1) and the other one has the structure (2,2,1,1).
The image shows an example of a general Weyr matrix consisting of two blocks each of which is a basic Weyr matrix. The basic Weyr matrix in the top-left corner has the structure (4,2,1) and the other one has the structure (2,2,1,1).
Weyr canonical form illustration
Weyr canonical form illustration

Worked examples

Example 1 — a first encounter with Weyr canonical form

Start with the simplest possible case. Write down what Weyr canonical form 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 Weyr canonical form 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 Weyr canonical form 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 Weyr canonical form

In research
Weyr canonical form 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 Weyr canonical form 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
Weyr canonical form is common in secondary-school and first-year university syllabi. It links to neighbouring topics Linear algebra, Matrix decompositions, Matrix normal forms, so understanding it makes those chapters shorter.
In everyday life
Look for Weyr canonical form 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 Weyr canonical form in 20 minutes

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

Frequently asked questions

What is Weyr canonical form in simple terms?

In mathematics, in linear algebra, a Weyr canonical form (or, Weyr form or Weyr matrix) is a square matrix which (in some sense) induces "nice" properties with matrices it commutes with. It also has a particularly simple structure and the conditions for possessing a Weyr form are fairly weak, makin…

Why does Weyr canonical form 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 Weyr canonical form?

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 Weyr canonical form.

Tags

  • Linear algebra
  • Matrix decompositions
  • Matrix normal forms
  • Matrix theory

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