- Linearity of integration
In
calculus , linearity is a fundamental property of theintegral that follows from thesum rule in integration and theconstant factor rule in integration . Linearity of integration is related to the linearity ofsummation , since integrals are thought of as infinite sums.Let f and g be functions. Now consider:
:
By the
sum rule in integration , this is:
By the
constant factor rule in integration , this reduces to:
Hence we have
:
Operator notation
The
differential operator is linear — if we use the Heaviside D notation to denote this, we may extend D−1 to mean the firstintegral . To say that D−1 is "therefore" linear requires a moment to discuss thearbitrary constant of integration ; D−1 would be straightforward to show linear if the arbitrary constant of integration could be set to zero.Abstractly, we can say that D is a
linear transformation from some vector space "V" to another one, "W". We know that D("c") = 0 for any constant function "c". We can by general theory (mean value theorem )identify the subspace "C" of "V", consisting of all constant functions as the whole kernel of D. Then bylinear algebra we can establish that D−1 is a well-defined linear transformation that is bijective on Im D and takes values in "V"/"C".That is, we treat the "arbitrary constant of integration" as a notation for a
coset "f" + "C"; and all is well with the argument.
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