We have (treatingdx,dy, etc. as small increments here)dz=αxα−^1 yβdx+βxαyβ−^1 dyso the relative error inzdue to ‘errors’dx,dyinx,yrespectively is
dz
z=αxα−^1 yβ
zdx+βxαyβ−^1
zdy=αxα−^1 yβ
xαyβdx+βxαyβ−^1
xαyβdy=αdx
x+βdy
ySo the percentage error inzis
dz
z× 100 =(
αdx
x+βdy
y)
100=α(
dx
x× 100)
+b(
dy
y× 100)=αpercentage error inx+βpercentage error inyNotice 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+βlnyNow differentiate through
dz
z=αdx
x+βdy
yand 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^1So 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