12 1 Mathematical Physics
which are to be solved as ordinary algebraic equations to determine the best
values ofmandC.
(b) Parabola:y=a+bx+cx^2
Residue:S=
∑n
i= 1 (yi−a−bxi−cx
2
i)
2
Minimize the residue:∂∂as=0;∂∂sb=0;∂∂cs= 0
The normal equations are:
∑
yi−na−b
∑
xi−c
∑
xi^2 = 0
∑
xiyi−a
∑
xi−b
∑
x^2 i−c
∑
xi^3 = 0
∑
x^2 iyi−a
∑
xi^2 −b
∑
x^3 i−c
∑
x^4 i= 0
which are to be solved as ordinary algebraic equations to determine the best
value ofa,bandc.
Numerical integration
Since the value of a definite integral is a measure of the area under a curve, it follows
that the accurate measurement of such an area will give the exact value of a definite
integral;I=
∫x 2
x 1 y(x)dx. The greater the number of intervals (i.e. the smallerΔxis),
the closer will be the sum of the areas under consideration.
Trapezoidal rule
area=
(
1
2
y 0 +y 1 +y 2 +···yn− 1 +
1
2
yn
)
Δx (1.76)
Simpson’s rule
area=
Δx
3
(y 0 + 4 y 1 + 2 y 2 + 4 y 3 + 2 y 4 +···yn),nbeingeven. (1.77)
Fig. 1.1Integration by
Simpson’s rule and
Trapezoidal rule