How to convert Maple Code to Matlab code
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Brendan O'Connor
le 4 Jan 2017
Commenté : Stephen23
le 10 Avr 2017
My class partner did our homework in Maple code, but to submit it we need it to work in Matlab. She did this when she was in her home country for the holidays and doesn't have access to Maple anymore (and neither do I), but I have read that there is a built in function in Maple that can do it automatically. Can someone convert this for me or at least show me how? I have no experience at all with Maple.
restart: with(LinearAlgebra)
n:=5; A:=Matrix(n,n); B:=Vector(n,[1.0,1.5,1.0,1.0,1.0]); BB:=Vector(n,[1.0,1.5,1.0,1.0,1.0]);
for i to n do
for j to n do
if j=i then A[i,j]:=2; end if;
if i+1=j or i-1=j then A[i,j]:=-1 end if;
end do;
end do;
print(A);
RR:=LinearSolve(A,BB,method='Cholesky', inplace); A; B;
print(A); print(B);
CONJUGENT GRADIENT METHOD:
niter:=5:
X:=Vector(n); R:=Vector(n);R1:=Vector(n);R2:=Vector(n); W:=Vector(n); P:=Vector(n);
for i to n do X[i]:=0.0: R1[i]:=B[i];end do;
GR1:=NULL:GR2:=NULL;
for k to niter do
if k=1 then for i to n do P[i]:=R1[i]: end do;
else
restart: with(LinearAlgebra):
n:=5; A:=Matrix(n,n); B:=Vector(n,[1.0,1.5,1.0,1.0,1.0]); BB:=Vector(n,[1.0,1.5,1.0,1.0,1.0]);
for i to n do
for j to n do
if j=i then A[i,j]:=2; end if;
if i+1=j or i-1=j then A[i,j]:=-1 end if;
end do;
end do;
print(A);
RR:=LinearSolve(A,BB,method='Cholesky', inplace); A; B;
print(A); print(B);
CONJUGENT GRADIENT METHOD:
niter:=5:
X:=Vector(n); R:=Vector(n);R1:=Vector(n);R2:=Vector(n); W:=Vector(n); P:=Vector(n);
for i to n do X[i]:=0.0: R1[i]:=B[i];end do;
GR1:=NULL:GR2:=NULL;
for k to niter do
if k=1 then for i to n do P[i]:=R1[i]: end do;
else
beta:=add(R1[j]^2,j=1..n)/add(R2[j]^2,j=1..n);
for i to n do P[i]:=R1[i]+beta*P1[i]: end do;
end if;
for i to n do W[i]:=add(A[i,j]*P[j],j=1..n); end do;
vard:=add(P[j]*W[j],j=1..n); printf("k=%d vard=%e\n",k,vard);
alfa:=add(R1[j]^2,j=1..n)/vard;
for i to n do X[i]:=X[i]+alfa*P[i]: end do;
for i to n do R[i]:=R1[i]-alfa*add(A[i,j]*P[j],j=1..n): R2[i]:=R1[i]; R1[i]:=R[i]; P1[i]:=P[i]; end do;
eps:=sqrt(add(R[j]*R[j],j=1..n)); printf("k=%d eps=%e\n",k,eps); print(X);
for i to n do W[i]:=add(A[i,j]*X[j],j=1..n):end do: func:=add(X[j]*W[j],j=1..n)-add(B[j]*X[j],j=1..n);
GR1:=GR1,[k,func]; GR2:=GR2,[k,eps]; printf("k=%d func=%e eps=%e\n",k,func, eps); print(A); print(B);
end do;
RR; X;
plot([GR1],axes=boxed); plot([GR2],axes=boxed);
beta:=add(R1[j]^2,j=1..n)/add(R2[j]^2,j=1..n);
for i to n do P[i]:=R1[i]+beta*P1[i]: end do;
end if;
for i to n do W[i]:=add(A[i,j]*P[j],j=1..n); end do;
vard:=add(P[j]*W[j],j=1..n); printf("k=%d vard=%e\n",k,vard);
alfa:=add(R1[j]^2,j=1..n)/vard;
for i to n do X[i]:=X[i]+alfa*P[i]: end do;
for i to n do R[i]:=R1[i]-alfa*add(A[i,j]*P[j],j=1..n): R2[i]:=R1[i]; R1[i]:=R[i]; P1[i]:=P[i]; end do;
eps:=sqrt(add(R[j]*R[j],j=1..n)); printf("k=%d eps=%e\n",k,eps); print(X);
for i to n do W[i]:=add(A[i,j]*X[j],j=1..n):end do: func:=add(X[j]*W[j],j=1..n)-add(B[j]*X[j],j=1..n);
GR1:=GR1,[k,func]; GR2:=GR2,[k,eps]; printf("k=%d func=%e eps=%e\n",k,func, eps); print(A); print(B);
end do;
RR; X;
plot([GR1],axes=boxed); plot([GR2],axes=boxed);
0 commentaires
Réponse acceptée
Walter Roberson
le 4 Jan 2017
The conversion tool in Maple, CodeGeneration[Matlab], cannot convert calls like LinSolve. And the parts it can convert of your code are not difficult to convert by hand. The conversion tool does a poor job formatting.
(I have a revised version that does better formatting but I have not been able to track down some significant bugs in what I wrote.)
4 commentaires
Stephen23
le 10 Avr 2017
@Azamat Durzhanbayev: that is a nice screenshot, but what do you want us to do with it? It might look nice printed out and stuck on the wall.
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