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Statistics · Ch 8 — Function

Types of Functions

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Types of Functions

Functions can be classified in two independent ways: by how inputs map to outputs (one-one, many-one, onto, into), and by the algebraic form of the rule (constant, linear, quadratic, polynomial). A Gujarat Std-11 Statistics student needs to recognise both.

Classification by mapping behaviour

Let f:A→Bf : A \to B.

  • One-one (injective) function: different elements of AA always have different images in BB. No two inputs share an output.
  • Many-one function: at least two different elements of AA have the same image in BB.
  • Onto (surjective) function: every element of BB is the image of at least one element of AA — i.e. range == co-domain.
  • Into function: at least one element of BB is not the image of any element of AA — i.e. the range is a proper subset of the co-domain.
  • Constant function: every element of AA maps to the same single element of BB, e.g. f(x)=5f(x) = 5 for every xx.
  • Identity function: maps every element to itself, f(x)=xf(x) = x.

A function is always exactly one of {one-one, many-one} and exactly one of {onto, into} — the two classifications are independent, so a function can be, for instance, "one-one and into" or "many-one and onto".

Classification by algebraic form

TypeGeneral formExample
Constant functionf(x)=cf(x) = cf(x)=7f(x) = 7
Linear functionf(x)=ax+bf(x) = ax + b, a≠0a \neq 0f(x)=3x−2f(x) = 3x - 2
Quadratic functionf(x)=ax2+bx+cf(x) = ax^2 + bx + c, a≠0a \neq 0f(x)=x2−4x+3f(x) = x^2 - 4x + 3
Polynomial functionf(x)=anxn+⋯+a1x+a0f(x) = a_nx^n + \cdots + a_1x + a_0f(x)=x3−2x+1f(x) = x^3 - 2x + 1
Definition 1One-one function

A function in which no two different inputs give the sa …

Definition 2Onto function

A function in which every element of the co-domain is the image of at least one element of the domain ( …

Definition 3Linear function

A function of the form f(x) = ax + b (a ≠ 0), whose graph is a st …

Definition 4Quadratic function

A function of the form f(x) = ax² + bx + c (a ≠ 0), whose graph is …