We have (treatingdx,dy, etc. as small increments here)
dz=αxα−^1 yβdx+βxαyβ−^1 dy
so the relative error inzdue to ‘errors’dx,dyinx,yrespectively is
dz
z
=
αxα−^1 yβ
z
dx+
βxαyβ−^1
z
dy
=α
xα−^1 yβ
xαyβ
dx+
βxαyβ−^1
xαyβ
dy
=α
dx
x
+β
dy
y
So the percentage error inzis
dz
z
× 100 =
(
α
dx
x
+β
dy
y
)
100
=α
(
dx
x
× 100
)
+b
(
dy
y
× 100
)
=αpercentage error inx+βpercentage error iny
Notice the pattern in which the exponents in the original expression become the linear
weightings in the expression for the percentage error.
An easier derivation is to first take logs
lnz=ln(xαyβ)=αlnx+βlny
Now differentiate through
dz
z
=α
dx
x
+β
dy
y
and then multiplying through by 100 gives the required relation between percentage errors.
Extension to functions of more than two variables is obvious.
Problem 16.5
Find the percentage error in the volume of a rectangular box in terms of
the percentage errors in the sides of the box.
With sidesa,b,cthe volume of the box is
V=abc=a^1 b^1 c^1
So the percentage error inV is
dV
V
× 100 = 1.
da
a
× 100 + 1.
db
b
× 100 + 1.
dc
c
× 100
=percentage error ina+percentage error inb
+percentage error inc