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Unitary transformation

Unitary transformation 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 Unitary transformation rather than just read about it. In short: In mathematics, a unitary transformation is a linear isomorphism that preserves the inner product: the inner product of two vectors before the transformation is equal to their inner product after the transformation. Formal definition More precisely, a unitary transformation is an isometric isomorphism between two inner product spaces (such as Hilbert spaces).

Key takeaways

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

Reference excerpt

In mathematics, a unitary transformation is a linear isomorphism that preserves the inner product: the inner product of two vectors before the transformation is equal to their inner product after the transformation.

Formal definition More precisely, a unitary transformation is an isometric isomorphism between two inner product spaces (such as Hilbert spaces). In other words, a unitary transformation is a bijective function

U : H 1 → H 2 {\displaystyle U:H_{1}\to H_{2}}

between two inner product spaces, H 1 {\displaystyle H_{1}} and H 2 , {\displaystyle H_{2},} such that

⟨ U x , U y ⟩ H 2 = ⟨ x , y ⟩ H 1 for all x , y ∈ H 1 . {\displaystyle \langle Ux,Uy\rangle _{H_{2}}=\langle x,y\rangle _{H_{1}}\quad {\text{ for all }}x,y\in H_{1}.}

It is a linear isometry, as one can see by setting x = y . {\displaystyle x=y.}

Unitary operator In the case when H 1 {\displaystyle H_{1}} and H 2 {\displaystyle H_{2}} are the same space, a unitary transformation is an automorphism of that Hilbert space, and then it is also called a unitary operator.

Relation to unitary matrices In complex coordinate space C n {\displaystyle \mathbb {C} ^{n}} unitary transformations always have the shape

f : C n → C n , x ↦ U ⋅ x {\displaystyle f\colon \mathbb {C} ^{n}\to \mathbb {C} ^{n},\,x\mapsto U\cdot x} , where U ∈ C n × n {\displaystyle U\in \mathbb {C} ^{n\times n}} is a unitary matrix, and the dot before the vector is the matrix-vector-product. This matrix U {\textstyle U} satisfies U U ∗ = I {\textstyle UU^{*}=I} .

Antiunitary transformation A closely related notion is that of antiunitary transformation, which is a bijective function

U : H 1 → H 2 {\displaystyle U:H_{1}\to H_{2}\,}

between two complex Hilbert spaces such that

⟨ U x , U y ⟩ = ⟨ x , y ⟩ ¯ = ⟨ y , x ⟩ {\displaystyle \langle Ux,Uy\rangle ={\overline {\langle x,y\rangle }}=\langle y,x\rangle }

for all x {\displaystyle x} and y {\displaystyle y} in H 1 {\displaystyle H_{1}} , where the horizontal bar represents the complex conjugate.

See also Antiunitary Orthogonal transformation Time reversal Unitary group Unitary operator Unitary matrix Wigner's theorem Unitary transformations in quantum mechanics

References

Worked examples

Example 1 — a first encounter with Unitary transformation

Start with the simplest possible case. Write down what Unitary transformation 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 Unitary transformation 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 Unitary transformation 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 Unitary transformation

In research
Unitary transformation 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 Unitary transformation 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
Unitary transformation is common in secondary-school and first-year university syllabi. It links to neighbouring topics Functional analysis, Linear algebra, so understanding it makes those chapters shorter.
In everyday life
Look for Unitary transformation 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 Unitary transformation in 20 minutes

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

Frequently asked questions

What is Unitary transformation in simple terms?

In mathematics, a unitary transformation is a linear isomorphism that preserves the inner product: the inner product of two vectors before the transformation is equal to their inner product after the transformation. Formal definition More precisely, a unitary transformation is an isometric isomorph…

Why does Unitary transformation 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 Unitary transformation?

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 Unitary transformation.

Tags

  • Functional analysis
  • Linear algebra

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