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Holonomic function

Holonomic function 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 Holonomic function rather than just read about it. In short: In mathematics, and more specifically in analysis, a holonomic function is a smooth function of several variables that is a solution of a system of linear homogeneous differential equations with polynomial coefficients and satisfies a suitable dimension condition in terms of D-modules theory. More precisely, a holonomic function is an element of a holonomic module of smooth functions.

Key takeaways

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

Reference excerpt

In mathematics, and more specifically in analysis, a holonomic function is a smooth function of several variables that is a solution of a system of linear homogeneous differential equations with polynomial coefficients and satisfies a suitable dimension condition in terms of D-modules theory. More precisely, a holonomic function is an element of a holonomic module of smooth functions. Holonomic functions can also be described as differentiably finite functions, also known as D-finite functions. When a power series in the variables is the Taylor expansion of a holonomic function, the sequence of its coefficients, in one or several indices, is also called holonomic. Holonomic sequences are also called P-recursive sequences: they are defined recursively by multivariate recurrences satisfied by the whole sequence and by suitable specializations of it. The situation simplifies in the univariate case: any univariate sequence that satisfies a linear homogeneous recurrence relation with polynomial coefficients, or equivalently a linear homogeneous difference equation with polynomial coefficients, is holonomic.

Holonomic functions and sequences in one variable

Definitions Let K {\displaystyle \mathbb {K} } be a field of characteristic 0 (for example, K = Q {\displaystyle \mathbb {K} =\mathbb {Q} } or K = C {\displaystyle \mathbb {K} =\mathbb {C} } ). A function f = f ( x ) {\displaystyle f=f(x)} is called D {\displaystyle D} -finite (or holonomic) if there exist polynomials 0 ≠ a r ( x ) , a r − 1 ( x ) , … , a 0 ( x ) ∈ K [ x ] {\displaystyle 0\neq a_{r}(x),a_{r-1}(x),\ldots ,a_{0}(x)\in \mathbb {K} [x]} such that

a r ( x ) f ( r ) ( x ) + a r − 1 ( x ) f ( r − 1 ) ( x ) + ⋯ + a 1 ( x ) f ′ ( x ) + a 0 ( x ) f ( x ) = 0 {\displaystyle a_{r}(x)f^{(r)}(x)+a_{r-1}(x)f^{(r-1)}(x)+\cdots +a_{1}(x)f'(x)+a_{0}(x)f(x)=0}

holds for all x {\displaystyle x} . This can also be written as A f = 0 {\displaystyle Af=0} where

A = ∑ k = 0 r a k D x k {\displaystyle A=\sum _{k=0}^{r}a_{k}D_{x}^{k}}

and D x {\displaystyle D_{x}} is the differential operator that maps f ( x ) {\displaystyle f(x)} to f ′ ( x ) {\displaystyle f'(x)} . A {\displaystyle A} is called an annihilating operator of f {\displaystyle f} (the annihilating operators of f {\displaystyle f} form an ideal in the ring K [ x ] [ D x ] {\displaystyle \mathbb {K} [x][D_{x}]} , called the annihilator of f {\displaystyle f} ). The quantity r {\displaystyle r} is called the order of the annihilating operator. By extension, the holonomic function f {\displaystyle f} is said to be of order r {\displaystyle r} when an annihilating operator of such order exists. A sequence c = c 0 , c 1 , … {\displaystyle c=c_{0},c_{1},\ldots } is called P {\displaystyle P} -recursive (or holonomic) if there exist polynomials a r ( n ) , a r − 1 ( n ) , … , a 0 ( n ) ∈ K [ n ] {\displaystyle a_{r}(n),a_{r-1}(n),\ldots ,a_{0}(n)\in \mathbb {K} [n]} such that

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Holonomic function

Start with the simplest possible case. Write down what Holonomic function 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 Holonomic function 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 Holonomic function 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 Holonomic function

In research
Holonomic function 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 Holonomic function 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
Holonomic function is common in secondary-school and first-year university syllabi. It links to neighbouring topics Ordinary differential equations, Special functions, Types of functions, so understanding it makes those chapters shorter.
In everyday life
Look for Holonomic function 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 Holonomic function in 20 minutes

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

Frequently asked questions

What is Holonomic function in simple terms?

In mathematics, and more specifically in analysis, a holonomic function is a smooth function of several variables that is a solution of a system of linear homogeneous differential equations with polynomial coefficients and satisfies a suitable dimension condition in terms of D-modules theory. More…

Why does Holonomic function 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 Holonomic function?

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 Holonomic function.

Tags

  • Ordinary differential equations
  • Special functions
  • Types of functions

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