How to compute kernel and weight? Is there any general method to compute? For example in the paper
How Omegas integrals defined ans specifically the weights.
1) Set up the linear functional
Simpson’s rule on [a,b][a,b][a,b] (with midpoint m=a+b2m=\tfrac{a+b}{2}m=2a+b) is
Q(f)=b−a6[f(a)+4f(m)+f(b)].Q(f)=\frac{b-a}{6}\big[f(a)+4f(m)+f(b)\big].Q(f)=6b−a[f(a)+4f(m)+f(b)].
Define the error functional
L(f) := ∫abf(x) dx−Q(f).L(f)\;:=\;\int_a^b f(x)\,dx - Q(f).L(f):=∫abf(x)dx−Q(f).
Simpson is exact for all polynomials of degree ≤3\le 3≤3. Therefore, the
Peano Kernel Theorem applies with order r=4r=4r=4:
L(f)=∫abK(t) f(4)(t) dt,L(f)=\int_a^b K(t)\,f^{(4)}(t)\,dt,L(f)=∫abK(t)f(4)(t)dt,
where the kernel is
K(t)=L ((⋅−t)+ 3)3!with(x−t)+:=max{x−t,0}.K(t)=\frac{L\!\big((\cdot-t)_+^{\,3}\big)}{3!} \quad\text{with}\quad (x-t)_+ := \max\{x-t,0\}.K(t)=3!L((⋅−t)+3)with(x−t)+:=max{x−t,0}.
2) Compute L ((⋅−t)+ 3)L\!\big((\cdot-t)_+^{\,3}\big)L((⋅−t)+3)
Let ϕt(x)=(x−t)+3\phi_t(x)=(x-t)_+^{3}ϕt(x)=(x−t)+3. Then:
(i) The integral part)
∫abϕt(x) dx=∫tb(x−t)3 dx=(b−t)44.\int_a^b \phi_t(x)\,dx = \int_t^b (x-t)^3\,dx = \frac{(b-t)^4}{4}.∫abϕt(x)dx=∫tb(x−t)3dx=4(b−t)4.
(ii) The quadrature part)
Q(ϕt)=b−a6[ϕt(a)+4ϕt(m)+ϕt(b)].Q(\phi_t) = \frac{b-a}{6}\Big[\phi_t(a)+4\phi_t(m)+\phi_t(b)\Big].Q(ϕt)=6b−a[ϕt(a)+4ϕt(m)+ϕt(b)].
Because ϕt(x)=0\phi_t(x)=0ϕt(x)=0 for x≤tx\le tx≤t:
Hence,
Q(ϕt)=b−a6[4 [m−t]+3+(b−t)3],[⋅]+:=max{⋅,0}.Q(\phi_t)= \frac{b-a}{6}\Big[4\,[m-t]_+^{3}+(b-t)^3\Big], \quad [\cdot]_+ := \max\{\cdot,0\}.Q(ϕt)=6b−a[4[m−t]+3+(b−t)3],[⋅]+:=max{⋅,0}.
Putting (i) and (ii) together and dividing by 3!=63!=63!=6, we get the Peano kernel:
K(t)=16[(b−t)44−b−a6(4 [m−t]+3+(b−t)3)].\boxed{ K(t) = \frac{1}{6}\left[ \frac{(b-t)^4}{4} - \frac{b-a}{6}\Big(4\,[m-t]_+^{3}+(b-t)^3\Big) \right]. }K(t)=61[4(b−t)4−6b−a(4[m−t]+3+(b−t)3)].
This is equivalently the following piecewise cubic (since [m−t]+3[m-t]_+^3[m−t]+3 is piecewise):
K(t)={16 [(b−t)44−b−a6(4(m−t)3+(b−t)3)],a≤t≤m,16 [(b−t)44−b−a6(b−t)3],m
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