Formal linear combination/Definition

Definition

Let [ilmath]S[/ilmath] be a set and let [ilmath]\mathbb{F} [/ilmath] be a field, then:

• Informally a formal linear combination is an expression of the form:
  • [math]\lambda_1 s_1 + \lambda_2 s_2 + \cdots + \lambda_{m-1} s_{m-1} + \lambda_m s _m\eq \sum^m_{i\eq 1}\lambda_i s_i[/math]
    • for some [ilmath]m\in\mathbb{N} [/ilmath], some [ilmath]\lambda_i\in\mathbb{F} [/ilmath] and some [ilmath]s_i\in S[/ilmath]
  • We never actually define [ilmath]\lambda s[/ilmath] (the multiplication of [ilmath]s\in S[/ilmath] by a [ilmath]\lambda\in\mathbb{F} [/ilmath]) nor do we define any sort of "addition" operation, this is simply an expression.
  • We want it to behave as a linear combination normally would, i.e.:
    1. For example: [math]\big(\lambda_1 s_1+\lambda_2 s_2\big)+\big(\mu_1 s_1 + \mu_2 s_3 + \mu_3 s_4\big)\eq \alpha s_1 + \lambda_2 s_2 + \mu_2 s_3 + \mu_3 s_4[/math] say, where [ilmath]\alpha:\eq \lambda_1 + \mu_1[/ilmath] - which is defined as [ilmath]\lambda_i,\mu_j\in\mathbb{F} [/ilmath] remember. And
    2. For example: [math]\mu(\lambda_1 s_1 + \cdots + \lambda_n s_n)\eq \alpha_1 s_ 1 + \cdots + \alpha_n s_n[/math] where [ilmath]\alpha_i:\eq \mu\lambda_i[/ilmath] - which is defined as [ilmath]\lambda_i,\mu\in\mathbb{F} [/ilmath] of course.
  • Even though we can never give it a value
• Formally, a formal linear combination of elements of [ilmath]S[/ilmath] with respect to the field [ilmath]\mathbb{F} [/ilmath] is a function:
  • [ilmath]f:S\rightarrow\mathbb{F} [/ilmath] such that [ilmath]\big\vert\{s\in S\ \vert\ f(s)\neq 0\}\big\vert\in\mathbb{N} [/ilmath]^Warning:, (where [ilmath]\big\vert\cdot\big\vert[/ilmath] denotes cardinality)
    • That is to say [ilmath]f[/ilmath] takes non-zero values a finite number of times only, it is zero "almost everywhere"
  • [ilmath]f[/ilmath] represents [math]\sum_{s\in S}f(s)s[/math] as a linear combination, even if the sum were formally defined to have meaning, we still use the usual abuse of notation when only finitely many elements of the summation are non-zero whereby [math]\sum_{s\in S}f(s)s[/math] means [math]\sum_{\begin{array}{cc}s\in S\\ f(s)\neq 0\end{array} }f(s)s[/math], hence the requirement that [ilmath]f[/ilmath] only maps finitely many things to non-zero things.