Created
April 4, 2014 18:52
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Quintic spline interpolation
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type quint{T} | |
dx::T | |
x0::T | |
Y::Array{T,1} | |
B::Array{T,1} | |
C::Array{T,1} | |
D::Array{T,1} | |
E::Array{T,1} | |
F::Array{T,1} | |
function quint(X::Array{T,1}) | |
Y = similar(X) | |
B = similar(X) | |
C = similar(X) | |
D = similar(X) | |
E = similar(X) | |
F = similar(X) | |
new(X[2]-X[1], X[1], Y, B, C, D, E, F) | |
end | |
end | |
quint{T}(X::Array{T,1}) = quint{T}(X) | |
function qeval{T}(q::quint{T}, x::T) | |
P = (x - q.x0)/q.dx | |
I = int(P) | |
P -= I | |
I += 1 | |
@inbounds return ((((q.F[I]*P+q.E[I])*P+q.D[I])*P+q.C[I])*P+q.B[I])*P+q.Y[I] | |
end | |
function qeval{T}(q::quint{T}, X::Array{T,1}, Y::Array{T,1}) | |
N = length(X) | |
for i=1:N | |
@inbounds Y[i] = qeval(q, X[i]) | |
end | |
end | |
function qset{T}(q::quint{T}, Y::Array{T,1}) | |
N = length(Y) | |
q.Y[:] = Y | |
M = N - 3 | |
P = 0.0 | |
Q = 0.0 | |
R = 0.0 | |
S = 0.0 | |
TT = 0.0 | |
q.D[M+1] = 0.0 | |
q.D[M+2] = 0.0 | |
for I=1:M | |
@inbounds begin | |
U = P*R | |
q.B[I] = 1.0/(66.0-U*R-Q) | |
R = 26.0 - U | |
q.C[I] = R | |
q.D[I] = q.Y[I+3] - 3.0*(q.Y[I+2]-q.Y[I+1]) - q.Y[I] - U*S - Q*TT | |
Q = P | |
P = q.B[I] | |
TT = S | |
S = q.D[I] | |
end | |
end | |
I = N - 2 | |
for M=4:N | |
I = I - 1 | |
@inbounds q.D[I] = (q.D[I]-q.D[I+2]-q.D[I+1]*q.C[I])*q.B[I] | |
end | |
M = N - 1 | |
Q = 0.0 | |
R = q.D[1] | |
TT = R | |
V = R | |
for I=2:M | |
@inbounds begin | |
P = Q | |
Q = R | |
R = q.D[I] | |
S = TT | |
TT = P - Q - Q + R | |
q.F[I] = TT | |
U = 5.0*(-P+Q) | |
q.E[I] = U | |
q.D[I] = 10.0*(P+Q) | |
q.B[I] = 0.5*(q.Y[I+1]-q.Y[I-1]-S-TT) - q.D[I] | |
q.C[I] = 0.5*(q.Y[I+1]+q.Y[I-1]+S-TT) - q.Y[I] - U | |
end | |
end | |
@inbounds begin | |
q.F[1] = V | |
q.E[1] = 0.0 | |
q.D[1] = 0.0 | |
q.C[1] = q.C[2] - 10.0*V | |
q.B[1] = q.Y[2] - q.Y[1] - q.C[1] - V | |
q.E[N] = 0.0 | |
q.D[N] = 0.0 | |
q.C[N] = q.C[N-1] + 10.0*TT | |
q.B[N] = q.Y[N] - q.Y[N-1] + q.C[N] - TT | |
end | |
end |
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include("quint.jl") | |
x = linspace(-10.0,10.0,200000) | |
x2 = x[1:end-1] .+ (x[2]-x[1])/2.0 | |
y = sin(x) | |
y2 = similar(x2) | |
q = quint(x) | |
qset(q, y) | |
@time qset(q, y) | |
@time qset(q, y) | |
@time qset(q, y) | |
qeval(q, x2, y2) | |
@time qeval(q, x2, y2) | |
@time qeval(q, x2, y2) | |
@time qeval(q, x2, y2) |
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