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Permanent (mathematics)

Permanent (mathematics) 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 Permanent (mathematics) rather than just read about it. In short: In linear algebra, the permanent of a square matrix is a function of the matrix similar to the determinant. The permanent, as well as the determinant, is a polynomial in the entries of the matrix.

Key takeaways

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

Reference excerpt

In linear algebra, the permanent of a square matrix is a function of the matrix similar to the determinant. The permanent, as well as the determinant, is a polynomial in the entries of the matrix. Both are special cases of a more general function of a matrix called the immanant.

Definition The permanent of an n×n matrix A = (ai,j) is defined as

perm ⁡ ( A ) = ∑ σ ∈ S n ∏ i = 1 n a i , σ ( i ) . {\displaystyle \operatorname {perm} (A)=\sum _{\sigma \in S_{n}}\prod _{i=1}^{n}a_{i,\sigma (i)}.}

The sum here extends over all elements σ of the symmetric group Sn; i.e., over all permutations of the numbers 1, 2, ..., n. For example,

perm ⁡ ( a b c d ) = a d + b c , {\displaystyle \operatorname {perm} {\begin{pmatrix}a&b\\c&d\end{pmatrix}}=ad+bc,}

and

perm ⁡ ( a b c d e f g h i ) = a e i + b f g + c d h + c e g + b d i + a f h . {\displaystyle \operatorname {perm} {\begin{pmatrix}a&b&c\\d&e&f\\g&h&i\end{pmatrix}}=aei+bfg+cdh+ceg+bdi+afh.}

The definition of the permanent of A differs from that of the determinant of A in that the signatures of the permutations are not taken into account. The permanent of a matrix A is denoted by per A, perm A, or Per A. Minc uses Per(A) for the permanent of a rectangular matrix, and per(A) when A is a square matrix. Muir and Metzler use the notation | + | + {\displaystyle {\overset {+}{|}}\quad {\overset {+}{|}}} . The word "permanent" originated with Cauchy in 1812 as "fonctions symétriques permanentes" for a related type of function, and was used by Muir and Metzler in the more specific modern sense.

Properties If one views the permanent as a map that takes n vectors as arguments, then it is a multilinear map and it is symmetric (meaning that any order of the vectors results in the same permanent). Furthermore, given a square matrix A = ( a i j ) {\displaystyle A=\left(a_{ij}\right)} of order n:

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Permanent (mathematics)

Start with the simplest possible case. Write down what Permanent (mathematics) 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 Permanent (mathematics) 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 Permanent (mathematics) 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 Permanent (mathematics)

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

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

Frequently asked questions

What is Permanent (mathematics) in simple terms?

In linear algebra, the permanent of a square matrix is a function of the matrix similar to the determinant. The permanent, as well as the determinant, is a polynomial in the entries of the matrix.

Why does Permanent (mathematics) 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 Permanent (mathematics)?

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 Permanent (mathematics).

Tags

  • Algebra
  • Linear algebra
  • Matrix theory
  • Permutations

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