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Hilbert series and Hilbert polynomial

Hilbert series and Hilbert polynomial 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 Hilbert series and Hilbert polynomial rather than just read about it. In short: In commutative algebra, the Hilbert function, the Hilbert polynomial, and the Hilbert series of a graded commutative algebra finitely generated over a field are three strongly related notions which measure the growth of the dimension of the homogeneous components of the algebra. These notions have been extended to filtered algebras, and graded or filtered modules over these algebras, as well as to coherent sheaves o…

Key takeaways

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

Reference excerpt

In commutative algebra, the Hilbert function, the Hilbert polynomial, and the Hilbert series of a graded commutative algebra finitely generated over a field are three strongly related notions which measure the growth of the dimension of the homogeneous components of the algebra. These notions have been extended to filtered algebras, and graded or filtered modules over these algebras, as well as to coherent sheaves over projective schemes. The typical situations where these notions are used are the following:

The quotient by a homogeneous ideal of a multivariate polynomial ring, graded by the total degree. The quotient by an ideal of a multivariate polynomial ring, filtered by the total degree. The filtration of a local ring by the powers of its maximal ideal. In this case the Hilbert polynomial is called the Hilbert–Samuel polynomial. The Hilbert series of an algebra or a module is a special case of the Hilbert–Poincaré series of a graded vector space. The Hilbert polynomial and Hilbert series are important in computational algebraic geometry, as they are the easiest known way for computing the dimension and the degree of an algebraic variety defined by explicit polynomial equations. In addition, they provide useful invariants for families of algebraic varieties because a flat family π : X → S {\displaystyle \pi :X\to S} has the same Hilbert polynomial over any closed point s ∈ S {\displaystyle s\in S} . This is used in the construction of the Hilbert scheme and Quot scheme.

Definitions and main properties Consider a finitely generated graded commutative algebra S over a field K, which is finitely generated by elements of positive degree. This means that

S = ⨁ i ≥ 0 S i {\displaystyle S=\bigoplus _{i\geq 0}S_{i}}

and that S 0 = K {\displaystyle S_{0}=K} . The Hilbert function

H F S : n ⟼ dim K ⁡ S n {\displaystyle HF_{S}:n\longmapsto \dim _{K}S_{n}}

maps the integer n to the dimension of the K-vector space Sn. The Hilbert series, which is called Hilbert–Poincaré series in the more general setting of graded vector spaces, is the formal series

H S S ( t ) = ∑ n = 0 ∞ H F S ( n ) t n . {\displaystyle HS_{S}(t)=\sum _{n=0}^{\infty }HF_{S}(n)t^{n}.}

If S is generated by h homogeneous elements of positive degrees d 1 , … , d h {\displaystyle d_{1},\ldots ,d_{h}} , then the sum of the Hilbert series is a rational fraction

H S S ( t ) = Q ( t ) ∏ i = 1 h ( 1 − t d i ) , {\displaystyle HS_{S}(t)={\frac {Q(t)}{\prod _{i=1}^{h}\left(1-t^{d_{i}}\right)}},}

where Q is a polynomial with integer coefficients. If S is generated by elements of degree 1 then the sum of the Hilbert series may be rewritten as

H S S ( t ) = P ( t ) ( 1 − t ) δ , {\displaystyle HS_{S}(t)={\frac {P(t)}{(1-t)^{\delta }}},}

where P is a polynomial with integer coefficients, and δ {\displaystyle \delta } is the Krull dimension of S. In this case the series expansion of this rational fraction is

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Hilbert series and Hilbert polynomial

Start with the simplest possible case. Write down what Hilbert series and Hilbert polynomial 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 Hilbert series and Hilbert polynomial 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 Hilbert series and Hilbert polynomial 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 Hilbert series and Hilbert polynomial

In research
Hilbert series and Hilbert polynomial 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 Hilbert series and Hilbert polynomial 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
Hilbert series and Hilbert polynomial is common in secondary-school and first-year university syllabi. It links to neighbouring topics Algebraic geometry, Commutative algebra, so understanding it makes those chapters shorter.
In everyday life
Look for Hilbert series and Hilbert polynomial 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 Hilbert series and Hilbert polynomial in 20 minutes

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

Frequently asked questions

What is Hilbert series and Hilbert polynomial in simple terms?

In commutative algebra, the Hilbert function, the Hilbert polynomial, and the Hilbert series of a graded commutative algebra finitely generated over a field are three strongly related notions which measure the growth of the dimension of the homogeneous components of the algebra. These notions have…

Why does Hilbert series and Hilbert polynomial 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 Hilbert series and Hilbert polynomial?

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 Hilbert series and Hilbert polynomial.

Tags

  • Algebraic geometry
  • Commutative algebra

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