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Parametric polymorphism

Parametric polymorphism is a biology 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 Parametric polymorphism rather than just read about it. In short: In programming languages and type theory, parametric polymorphism allows a single piece of code to be given a "generic" type, using variables in place of actual types, and then instantiated with particular types as needed. Parametrically polymorphic functions and data types are sometimes called generic functions and generic datatypes, respectively, and they form the basis of generic programming.

Key takeaways

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

Reference excerpt

In programming languages and type theory, parametric polymorphism allows a single piece of code to be given a "generic" type, using variables in place of actual types, and then instantiated with particular types as needed. Parametrically polymorphic functions and data types are sometimes called generic functions and generic datatypes, respectively, and they form the basis of generic programming. Parametric polymorphism may be contrasted with ad hoc polymorphism. Parametrically polymorphic definitions are uniform: they behave identically regardless of the type they are instantiated at. In contrast, ad hoc polymorphic definitions are given a distinct definition for each type. Thus, ad hoc polymorphism can generally only support a limited number of such distinct types, since a separate implementation has to be provided for each type. The usual theoretical device for studying parametric polymorphism is system F, which extends simply typed lambda calculus with quantification over types.

Basic definition It is possible to write functions that do not depend on the types of their arguments. For example, the identity function i d ( x ) = x {\displaystyle {\mathsf {id}}(x)=x} simply returns its argument unmodified. This naturally gives rise to a family of potential types, such as I n t → I n t {\displaystyle {\mathsf {Int}}\to {\mathsf {Int}}} , B o o l → B o o l {\displaystyle {\mathsf {Bool}}\to {\mathsf {Bool}}} , S t r i n g → S t r i n g {\displaystyle {\mathsf {String}}\to {\mathsf {String}}} , and so on. Parametric polymorphism allows i d {\displaystyle {\mathsf {id}}} to be given a single, most general type by introducing a universally quantified type variable:

i d : ∀ α . α → α {\displaystyle {\mathsf {id}}:\forall \alpha .\alpha \to \alpha }

The polymorphic definition can then be instantiated by substituting any concrete type for α {\displaystyle \alpha } , yielding the full family of potential types. The identity function is a particularly extreme example, but many other functions also benefit from parametric polymorphism. For example, an a p p e n d {\displaystyle {\mathsf {append}}} function that concatenates two lists does not inspect the elements of the list, only the list structure itself. Therefore, a p p e n d {\displaystyle {\mathsf {append}}} can be given a similar family of types, such as [ I n t ] × [ I n t ] → [ I n t ] {\displaystyle [{\mathsf {Int}}]\times [{\mathsf {Int}}]\to [{\mathsf {Int}}]} , [ B o o l ] × [ B o o l ] → [ B o o l ] {\displaystyle [{\mathsf {Bool}}]\times [{\mathsf {Bool}}]\to [{\mathsf {Bool}}]} , and so on, where [ T ] {\displaystyle [T]} denotes a list of elements of type T {\displaystyle T} . The most general type is therefore

a p p e n d : ∀ α . [ α ] × [ α ] → [ α ] {\displaystyle {\mathsf {append}}:\forall \alpha .[\alpha ]\times [\alpha ]\to [\alpha ]}

… excerpt ends here. Continue reading the full article.

Worked examples

Example 1 — a first encounter with Parametric polymorphism

Start with the simplest possible case. Write down what Parametric polymorphism claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In biology, 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 Parametric polymorphism 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 Parametric polymorphism 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 Parametric polymorphism

In research
Parametric polymorphism appears in biology 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 Parametric polymorphism 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
Parametric polymorphism is common in secondary-school and first-year university syllabi. It links to neighbouring topics Generic programming, Polymorphism (computer science), Type theory, so understanding it makes those chapters shorter.
In everyday life
Look for Parametric polymorphism 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 Parametric polymorphism in 20 minutes

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

Frequently asked questions

What is Parametric polymorphism in simple terms?

In programming languages and type theory, parametric polymorphism allows a single piece of code to be given a "generic" type, using variables in place of actual types, and then instantiated with particular types as needed. Parametrically polymorphic functions and data types are sometimes called gen…

Why does Parametric polymorphism matter?

Because it connects several biology 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 Parametric polymorphism?

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 Parametric polymorphism.

Tags

  • Generic programming
  • Polymorphism (computer science)
  • Type theory

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