function demo13b % ********************************************************** % *** Last changed 2012-11-09 by Johan Helsing * % *** Exterior Neumann problem for Helmholtz * % *** RCIP mehtod and regularized combined field equation * % *** Local panelwise evaluation used * % ********************************************************** close all format long format compact % % *** user specified quantities ********************* itmax=50 % maximum number of GMRES iterations theta=pi/2 % corner opening angle nsub=52; % number of steps in recursion zsource=0.3+0.1i; % source point ztarg=-0.1+0.2i; % target point % *************************************************** T16=Tinit16; W16=Winit16; [IP,IPW]=IPWinit(T16,W16); PbcBig=PbcBiginit(IP); PWbcBig=PbcBiginit(IPW); R0=initializeR(W16,T16,theta,PWbcBig,PbcBig); % omegavec=logspace(0,3,1000); for omega=omegavec omega npan=round(0.6*omega+48) % *** panel breakpoints and interval lengths in parameter *** sinter=linspace(0,1,npan+1); sinterdiff=ones(npan,1)/npan; % % *** discretization points and weights *** npcoa=16*npan scoa=zeros(npcoa,1); wcoa=zeros(npcoa,1); for k=1:npan myind=k*16-15:k*16; sdif=sinterdiff(k)/2; scoa(myind)=(sinter(k)+sinter(k+1))/2+sdif*T16; wcoa(myind)=W16*sdif; end zcoa=zfunc(scoa,theta) ; zinter=zfunc(sinter',theta); zpcoa=zpfunc(scoa,theta); zppcoa=zppfunc(scoa,theta); % *** some extra presicion gained from symmetry *** zcoa(npcoa/2+1:npcoa)=conj(flipud(zcoa(1:npcoa/2))); itmp=round(npan/2+1); zinter(itmp:npan+1)=conj(flipud(zinter(1:npan-itmp+2))); zpcoa(npcoa/2+1:npcoa)=-conj(flipud(zpcoa(1:npcoa/2))); zppcoa(npcoa/2+1:npcoa)=conj(flipud(zppcoa(1:npcoa/2))); % ************************************************* nzcoa=-1i*zpcoa./abs(zpcoa); wzpcoa=wcoa.*zpcoa; awzpcoa=abs(wzpcoa); arclength=sum(awzpcoa) area=0.5*imag(conj(zcoa).'*wzpcoa) disp('Setup of coarse matrices starts') % % *** The coarse matrices are set up *** [LogCcoa,CauCcoa]=LogCauCinit(zcoa,nzcoa,wzpcoa,zinter,sinterdiff,T16, ... W16,npan,npcoa,1); Acirccoa=-Kadjoperinit(LogCcoa,zcoa,zpcoa,zppcoa,awzpcoa,wcoa, ... nzcoa,omega,npcoa); B2circcoa=SoperinitI(LogCcoa,zcoa,zpcoa,awzpcoa,sinterdiff,omega,npcoa); B1circcoa=-1i*B1operinit(LogCcoa,zcoa,zpcoa,awzpcoa,sinterdiff, ... nzcoa,omega,npcoa); C1circcoa=-1i*SXoperinit(LogCcoa,CauCcoa,zcoa,zpcoa,nzcoa,awzpcoa, ... omega,npan,npcoa); C2circcoa=SXoperinitI(LogCcoa,CauCcoa,zcoa,zpcoa,nzcoa,awzpcoa,omega, ... npan,npcoa); clear LogCcoa CauCcoa starind=[npcoa-31:npcoa 1:32]; Acirccoa(starind,starind)=zeros(64); B1circcoa(starind,starind)=zeros(64); B2circcoa(starind,starind)=zeros(64); C1circcoa(starind,starind)=zeros(64); C2circcoa(starind,starind)=zeros(64); % % *** recursion for the R matrix *** disp('Recursion starts') R=R0; starL=[17:80 113:176 209:272]; for level=1:nsub denom=2^(nsub-level)*npan; sloc=[T16/4+0.25;T16/4+0.75;T16/2+1.5]/denom; sinterloc=[0;0.5;1;2]/denom; zloc=zfuncloc(sloc,theta); zinterloc=zfuncloc(sinterloc,theta); zinterloc(4)=[]; zploc=zpfuncloc(sloc,theta); zpploc=zppfuncloc(sloc,theta); wloc=[W16/2;W16/4;W16/4;W16/4;W16/4;W16/2]/denom; nzloc=-1i*zploc./abs(zploc); wzploc=wloc.*zploc; awzploc=abs(wzploc); sidiloc=[1;0.5;0.5;0.5;0.5;1]/denom; [LogCloc,CauCloc]=LogCauCinit(zloc,nzloc,wzploc,zinterloc,sidiloc, ... T16,W16,6,96,0); Aloc=-Kadjoperinit(LogCloc,zloc,zploc,zpploc,awzploc,wloc,nzloc, ... omega,96); B1loc=-1i*B1operinit(LogCloc,zloc,zploc,awzploc,sidiloc,nzloc,omega,96); B2loc=SoperinitI(LogCloc,zloc,zploc,awzploc,sidiloc,omega,96); C1loc=-1i*SXoperinit(LogCloc,CauCloc,zloc,zploc,nzloc,awzploc,omega, ... 6,96); C2loc=SXoperinitI(LogCloc,CauCloc,zloc,zploc,nzloc,awzploc,omega,6,96); ABCloc=zeros(288); ABCloc( 1: 96, 1: 96)= Aloc; ABCloc( 1: 96, 97:192)= B1loc; ABCloc( 1: 96,193:288)= C1loc; ABCloc( 97:192, 1: 96)=-B2loc; ABCloc(193:288, 1: 96)=-C2loc; MAT=eye(288)+ABCloc; R=SchurBana(PWbcBig,PbcBig,MAT,R); end R1=R( 1: 64, 1: 64); R2=R( 65:128, 1: 64); R3=R(129:192, 1: 64); R4=R( 1: 64, 65:128); R5=R( 65:128, 65:128); R6=R(129:192, 65:128); R7=R( 1: 64,129:192); R8=R( 65:128,129:192); R9=R(129:192,129:192); % R14=R1\R4; R17=R1\R7; R5214=R5-R2*R14; R8217=R8-R2*R17; R6314=R6-R3*R14; R9317=R9-R3*R17; % R1G=speye(npcoa); R1G(starind,starind)=R1; R2G=sparse(npcoa); R2G(starind,starind)=R2; R3G=sparse(npcoa); R3G(starind,starind)=R3; % R14G=sparse(npcoa); R14G(starind,starind)=R14; R17G=sparse(npcoa); R17G(starind,starind)=R17; % R5214G=speye(npcoa); R5214G(starind,starind)=R5214; R6314G=sparse(npcoa); R6314G(starind,starind)=R6314; R8217G=sparse(npcoa); R8217G(starind,starind)=R8217; R9317G=speye(npcoa); R9317G(starind,starind)=R9317; % % *** Solving main linear system *** disp('Solving main linear system starts') tmp=omega*abs(zsource-zcoa); g=tmp.*besselh(1,tmp).*real(nzcoa./(zsource-zcoa)); rhs=-2*g; [rhotildecoa,it]=myGMRESR5(Acirccoa,B1circcoa,B2circcoa,C1circcoa, ... C2circcoa,R1G,R2G, R3G,R14G,R17G,R5214G, ... R6314G,R8217G,R9317G,rhs,npcoa,itmax,eps); GMRES_iter_RCIP=it % % *** Post processing *** ufiref=besselh(0,omega*abs(zsource-ztarg)) rho1hatcoa=R1G*rhotildecoa; B2rho1hatcoa=B2circcoa*rho1hatcoa; C2rho1hatcoa=C2circcoa*rho1hatcoa; rho2hatcoa=R2G*rhotildecoa+R5214G*B2rho1hatcoa+R8217G*C2rho1hatcoa; ufield=Starg(ztarg,zcoa,awzpcoa,omega).'*rho1hatcoa+ ... 1i*(Ktarg(ztarg,zcoa,wzpcoa,omega).'*rho2hatcoa) myerr=abs(ufiref-ufield) myerr(myerreps Rold=R; R=SchurBana(PWbc,Pbc,MAT,R); myerr=norm(R-Rold,'fro')/norm(R,'fro'); iter=iter+1; end Init_iter=iter function M1=M1Ainit(z,zp,zpp,nz,w,wzp,N) % *** adjoint of double layer potential *** M1=zeros(N); for m=1:N M1(:,m)=abs(wzp(m))*real(nz./(z(m)-z)); M1(m,m)=-w(m)*imag(zpp(m)/zp(m))/2; end M1=M1/pi; function S=Soperinit(LogC,z,zp,awzp,sinterdiff,omega,N) S=zeros(N); for m=1:N tmp=omega*abs(z-z(m)); S(:,m)=besselh(0,tmp)*awzp(m); end myind=find(LogC); S(myind)=S(myind)+2i/pi*(real(S(myind)).*LogC(myind)); tmp=1+2i/pi*(log(omega/2)-psi(1)); for m=1:N dsd=sinterdiff(fix((m-1)/16)+1)/2; S(m,m)=(2i/pi*(LogC(m,m)+log(dsd*abs(zp(m))))+tmp)*awzp(m); end S=1i/2*S; function S=SoperinitI(LogC,z,zp,awzp,sinterdiff,omega,N) S=zeros(N); for m=1:N tmp=1i*omega*abs(z-z(m)); S(:,m)=besselh(0,tmp)*awzp(m); end [myindi,myindj]=find(LogC); tmp=1i*omega*abs(z(myindi)-z(myindj)); TMP=besselj(0,tmp).*awzp(myindj); myind=find(LogC); S(myind)=S(myind)+2i/pi*(TMP.*LogC(myind)); tmp=1+2i/pi*(log(1i*omega/2)-psi(1)); for m=1:N dsd=sinterdiff(fix((m-1)/16)+1)/2; S(m,m)=(2i/pi*(LogC(m,m)+log(dsd*abs(zp(m))))+tmp)*awzp(m); end S=1i/2*S; function SX=SXoperinit(LogC,CauC,z,zp,nz,awzp,omega,nseg,N) SX=zeros(N); for m=1:N tmp=omega*abs(z-z(m)); SX(:,m)=tmp.*besselh(1,tmp).*imag(nz./(z-z(m)))*awzp(m); SX(m,m)=0; end myind=find(LogC); SX(myind)=SX(myind)+2i/pi*(real(SX(myind)).*LogC(myind)); myind=find(CauC); SX(myind)=SX(myind)+CauC(myind); SX=1i/2*SX; function SX=SXoperinitI(LogC,CauC,z,zp,nz,awzp,omega,nseg,N) SX=zeros(N); for m=1:N tmp=1i*omega*abs(z-z(m)); SX(:,m)=tmp.*besselh(1,tmp).*imag(nz./(z-z(m)))*awzp(m); SX(m,m)=0; end myind=find(LogC); [mi,mj]=find(LogC); mij=find(mi==mj); tmp=1i*omega*abs(z(mi)-z(mj)); TMP=tmp.*besselj(1,tmp).*imag(nz(mi)./(z(mi)-z(mj))).*awzp(mj); TMP(mij)=0; SX(myind)=SX(myind)+2i/pi*(TMP.*LogC(myind)); myind=find(CauC); SX(myind)=SX(myind)+CauC(myind); SX=1i/2*SX; function B1=B1operinit(LogC,z,zp,awzp,sinterdiff,nz,omega,N) B1=omega^2*Soperinit(LogC,z,zp,awzp,sinterdiff,omega,N); for m=1:N B1(:,m)=B1(:,m).*real(nz*conj(nz(m))); end function Kadj=Kadjoperinit(LogC,z,zp,zpp,awzp,w,nz,omega,N) Kadj=zeros(N); for m=1:N tmp=omega*abs(z-z(m)); Kadj(:,m)=tmp.*besselh(1,tmp).*real(nz./(z(m)-z))*awzp(m); Kadj(m,m)=1i/pi*imag(zpp(m)/zp(m))*w(m); end myind=find(LogC); Kadj(myind)=Kadj(myind)+2i/pi*(real(Kadj(myind)).*LogC(myind)); Kadj=1i/2*Kadj; function u=Starg(ztarg,z,awzp,omega) u=1i/4*besselh(0,omega*abs(ztarg-z)).*awzp; function u=Ktarg(ztarg,z,wzp,omega) tmp=omega*abs(z-ztarg); u=1i/4*tmp.*besselh(1,tmp).*imag(wzp./(ztarg-z)); function A=SchurBana(PW,P,K,A) starL=[17:80 113:176 209:272]; circL=[1:16 81:112 177:208 273:288]; starS=[17:48 81:112 145:176]; circS=[1:16 49:80 113:144 177:192]; VA=K(circL,starL)*A; PTA=PW'*A; PTAU=PTA*K(starL,circL); DVAUI=inv(K(circL,circL)-VA*K(starL,circL)); DVAUIVAP=DVAUI*(VA*P); A(starS,starS)=PTA*P+PTAU*DVAUIVAP; A(circS,circS)=DVAUI; A(circS,starS)=-DVAUIVAP; A(starS,circS)=-PTAU*DVAUI; function [x,it]=myGMRESR5(A,B1,B2,C1,C2,R1,R2,R3,R14,R17,R5214,R6314, ... R8217,R9317,b,n,m,tol); % *** GMRES with low-threshold stagnation control *** V=zeros(n,m+1); H=zeros(m); cs=zeros(m,1); sn=zeros(m,1); bnrm2=norm(b); V(:,1)=b/bnrm2; s=bnrm2*eye(m+1,1); for it = 1:m it1=it+1; x=V(:,it); R1x=R1*x; B2R1x=B2*R1x; C2R1x=C2*R1x; w=A*R1x-R14*B2R1x-R17*C2R1x+B1*(R2*x+R5214*B2R1x+R8217*C2R1x)+ ... C1*(R3*x+R6314*B2R1x+R9317*C2R1x); for k = 1:it H(k,it)=V(:,k)'*w; w=w-H(k,it)*V(:,k); end H(it,it)=H(it,it)+1; wnrm2=norm(w); V(:,it1)=w/wnrm2; for k=1:it-1 temp = cs(k)*H(k,it)+sn(k)*H(k+1,it); H(k+1,it)=-sn(k)*H(k,it)+cs(k)*H(k+1,it); H(k,it) = temp; end [cs(it),sn(it)]=rotmat(H(it,it),wnrm2); H(it,it)= cs(it)*H(it,it)+sn(it)*wnrm2; s(it1) =-sn(it)*s(it); s(it) = cs(it)*s(it); myerr=abs(s(it1))/bnrm2; if (myerr<=tol)|(it==m) predicted_residual=myerr y=triu(H(1:it,1:it))\s(1:it); x=fliplr(V(:,1:it))*flipud(y); R1x=R1*x; B2R1x=B2*R1x; C2R1x=C2*R1x; w=-R14*B2R1x-R17*C2R1x+A*R1x+B1*(R2*x+R5214*B2R1x+R8217*C2R1x)+ ... C1*(R3*x+R6314*B2R1x+R9317*C2R1x); true_residual=norm(x+w-b)/bnrm2 break; end end function [c,s]=rotmat(a,b) if b==0 c=1; s=0; elseif abs(b)>abs(a) temp=a/b; s=1/sqrt(1+temp^2); c=temp*s; else temp=b/a; c=1/sqrt(1+temp^2); s=temp*c; end function zout=zfunc(s,theta) zout=sin(pi*s).*exp(1i*theta*(s-0.5)); function zpout=zpfunc(s,theta) zpout=(pi*cos(pi*s)+1i*theta*sin(pi*s)).*exp(1i*theta*(s-0.5)); function zppout=zppfunc(s,theta) zppout=(2i*pi*theta*cos(pi*s)-(theta^2+pi^2)*sin(pi*s)).* ... exp(1i*theta*(s-0.5)); function zout=zfuncloc(s,theta) zout=zfunc(s,theta); zout=[conj(flipud(zout));zout]; function zpout=zpfuncloc(s,theta) zpout=zpfunc(s,theta); zpout=[-conj(flipud(zpout));zpout]; function zppout=zppfuncloc(s,theta) zppout=zppfunc(s,theta); zppout=[conj(flipud(zppout));zppout]; function [ML,M1]=LogCauCinit(z,nz,wzp,zinter,pinterdiff,T16,W16,nseg,N,iper) % *** Local panelwise evaluation *** % *** iper=0,1 (0 is open arc, 1 is closed contour) *** [TMP,~]=LGIcompRecR(0,1,T16); TMPL=diadivR(TMP,W16); ML=zeros(N); M1=zeros(N); M0=zeros(16); if iper==1 kstart=1; kend=nseg; else kstart=2; kend=nseg-1; end % *** central blocks *** for k=1:nseg myind=k*16-15:k*16; for nj=1:16 m=myind(nj); ML(myind,m)=-log(abs(T16(nj)-T16)); ML(m,m)=0; end ML(myind,myind)=ML(myind,myind)+TMPL; % z1=zinter(k); z2=zinter(k+1); zmid=z2+z1; zdif=z2-z1; zs=(2*z(myind)-zmid)/zdif; zt=(2*z(myind)-zmid)/zdif; ztup=z2-z(myind); ztlo=z1-z(myind); [TMPM,~]=M1IcompRecC(zt,ztup,ztlo,zs,1); for m=1:16 M0(:,m)=wzp(myind(m))./(z(myind(m))-z(myind))/pi/1i; M0(m,m)=0; end M1(myind,myind)=TMPM/pi/1i-M0; for m=myind M1(myind,m)=conj(nz(m))*nz(myind).*M1(myind,m); end end % *** superdiagonal blocks (targets to the left) *** for k=kstart:nseg myinds=k*16-15:k*16; km1=mod(k-2,nseg)+1; mi=km1*16-15:km1*16; alpha=pinterdiff(km1)/pinterdiff(k); [TMPL,~]=LGIcompRecR(-1-alpha,alpha,T16); for nj=1:16 ML(mi,myinds(nj))=-log(abs(T16(nj)+1+(1-T16)*alpha)); end ML(mi,myinds)=ML(mi,myinds)+diadivR(TMPL,W16); % z1=zinter(k); z2=zinter(k+1); zmid=z2+z1; zdif=z2-z1; zs=(2*z(myinds)-zmid)/zdif; zt=(2*z(mi)-zmid)/zdif; ztup=z2-z(mi); ztlo=z1-z(mi); [TMPM,~]=M1IcompRecC(zt,ztup,ztlo,zs,0); for m=1:16 M0(:,m)=wzp(myinds(m))./(z(myinds(m))-z(mi))/pi/1i; end M1(mi,myinds)=TMPM/pi/1i-M0; for m=myinds M1(mi,m)=conj(nz(m))*nz(mi).*M1(mi,m); end end % *** subdiagonal blocks (targets to the right) *** for k=1:kend myinds=k*16-15:k*16; myinds=k*16-15:k*16; kp1=mod(k,nseg)+1; mi=kp1*16-15:kp1*16; alpha=pinterdiff(kp1)/pinterdiff(k); [TMPL,~]=LGIcompRecR(1+alpha,alpha,T16); for nj=1:16 ML(mi,myinds(nj))=-log(abs(T16(nj)-1-(T16+1)*alpha)); end ML(mi,myinds)=ML(mi,myinds)+diadivR(TMPL,W16); % z1=zinter(k); z2=zinter(k+1); zmid=z2+z1; zdif=z2-z1; zs=(2*z(myinds)-zmid)/zdif; zt=(2*z(mi)-zmid)/zdif; ztup=z2-z(mi); ztlo=z1-z(mi); [TMPM,~]=M1IcompRecC(zt,ztup,ztlo,zs,0); for m=1:16 M0(:,m)=wzp(myinds(m))./(z(myinds(m))-z(mi))/pi/1i; end M1(mi,myinds)=TMPM/pi/1i-M0; for m=myinds M1(mi,m)=conj(nz(m))*nz(mi).*M1(mi,m); end end M1=2i*imag(M1); if iper==1 ML=sparse(ML); M1=sparse(M1); end function M1=CauCinit0(z,wzp,nz,zinter,T16,W16,nseg,N) % *** Local panelwise evaluation *** M1=zeros(N); for m=1:N M1(:,m)=wzp(m)*conj(nz(m))*nz./(z(m)-z)/pi/1i; M1(m,m)=0; end % *** central blocks *** for k=1:nseg myind=k*16-15:k*16; z1=zinter(k); z2=zinter(k+1); zmid=z2+z1; zdif=z2-z1; zs=(2*z(myind)-zmid)/zdif; zt=(2*z(myind)-zmid)/zdif; ztup=z2-z(myind); ztlo=z1-z(myind); [TMPM,~]=M1IcompRecC(zt,ztup,ztlo,zs,1); M1(myind,myind)=TMPM/pi/1i; for m=myind M1(myind,m)=conj(nz(m))*nz(myind).*M1(myind,m); end end % *** superdiagonal blocks (targets to the left) *** kstart=2; for k=kstart:nseg myinds=k*16-15:k*16; if k==1 mi=nseg*16-15:nseg*16; else mi=(k-1)*16-15:(k-1)*16; end z1=zinter(k); z2=zinter(k+1); zmid=z2+z1; zdif=z2-z1; zs=(2*z(myinds)-zmid)/zdif; zt=(2*z(mi)-zmid)/zdif; ztup=z2-z(mi); ztlo=z1-z(mi); [TMPM,~]=M1IcompRecC(zt,ztup,ztlo,zs,0); M1(mi,myinds)=TMPM/pi/1i; for m=myinds M1(mi,m)=conj(nz(m))*nz(mi).*M1(mi,m); end end % *** subdiagonal blocks (targets to the right) *** kend=nseg-1; for k=1:kend myinds=k*16-15:k*16; if k==nseg mi=1*16-15:1*16; else mi=(k+1)*16-15:(k+1)*16; end z1=zinter(k); z2=zinter(k+1); zmid=z2+z1; zdif=z2-z1; zs=(2*z(myinds)-zmid)/zdif; zt=(2*z(mi)-zmid)/zdif; ztup=z2-z(mi); ztlo=z1-z(mi); [TMPM,~]=M1IcompRecC(zt,ztup,ztlo,zs,0); M1(mi,myinds)=TMPM/pi/1i; for m=myinds M1(mi,m)=conj(nz(m))*nz(mi).*M1(mi,m); end end M1=1i*imag(M1); function A=diamultL(d,A) [~,np]=size(A); for k=1:np A(:,k)=d.*A(:,k); end function A=diadivR(A,d) [~,np]=size(A); for k=1:np A(:,k)=A(:,k)/d(k); end function [M1IV,accept]=M1IcompRecC(zt,ztup,ztlo,zs,cauch) % *** zt is target vector in transformed plane *** A=ones(16); for k=2:16 A(:,k)=A(:,k-1).*zs; end M1IV=zeros(16); accept=1:16; accept=accept(abs(zt)<2); p=zeros(16,1); c=((1-(-1).^(1:16))./(1:16))'; for j=1:16 p(1)=log(ztup(j)/ztlo(j)); if cauch==1 if imag(p(1))<-pi/2 p(1)=p(1)+pi*i; elseif imag(p(1))>pi/2 p(1)=p(1)-pi*i; else error('Konstigt') end end for k=2:16 p(k)=zt(j)*p(k-1)+c(k-1); end M1IV(j,:)=p.'/A; end function [LGIV,accept]=LGIcompRecR(trans,mscale,T16); % *** T is target vector, sources on canonical interval *** LGIV=zeros(16); A=ones(16); for k=2:16 A(:,k)=A(:,k-1).*T16; end accept=1:16; T=trans+mscale*T16; accept=accept(abs(T)<2); p=zeros(17,1); q=zeros(16,1); c=((1-(-1).^(1:16))./(1:16))'; for j=1:16 p(1)=log(abs((1-T(j))/(1+T(j)))); p111=log(abs(1-T(j)^2)); for k=2:17 p(k)=T(j)*p(k-1)+c(k-1); end q(1:2:15)=(p111-p(2:2:16))./(1:2:15)'; q(2:2:16)=(p(1)-p(3:2:17))./(2:2:16)'; LGIV(j,:)=q.'/A; end function T=Tinit16 % *** 16-point Gauss-Legendre nodes *** T=zeros(16,1); T( 1)=-0.989400934991649932596154173450332627; T( 2)=-0.944575023073232576077988415534608345; T( 3)=-0.865631202387831743880467897712393132; T( 4)=-0.755404408355003033895101194847442268; T( 5)=-0.617876244402643748446671764048791019; T( 6)=-0.458016777657227386342419442983577574; T( 7)=-0.281603550779258913230460501460496106; T( 8)=-0.095012509837637440185319335424958063; T( 9)= 0.095012509837637440185319335424958063; T(10)= 0.281603550779258913230460501460496106; T(11)= 0.458016777657227386342419442983577574; T(12)= 0.617876244402643748446671764048791019; T(13)= 0.755404408355003033895101194847442268; T(14)= 0.865631202387831743880467897712393132; T(15)= 0.944575023073232576077988415534608345; T(16)= 0.989400934991649932596154173450332627; function W=Winit16 % *** 16-point Gauss-Legendre weights *** W=zeros(16,1); W( 1)= 0.027152459411754094851780572456018104; W( 2)= 0.062253523938647892862843836994377694; W( 3)= 0.095158511682492784809925107602246226; W( 4)= 0.124628971255533872052476282192016420; W( 5)= 0.149595988816576732081501730547478549; W( 6)= 0.169156519395002538189312079030359962; W( 7)= 0.182603415044923588866763667969219939; W( 8)= 0.189450610455068496285396723208283105; W( 9)= 0.189450610455068496285396723208283105; W(10)= 0.182603415044923588866763667969219939; W(11)= 0.169156519395002538189312079030359962; W(12)= 0.149595988816576732081501730547478549; W(13)= 0.124628971255533872052476282192016420; W(14)= 0.095158511682492784809925107602246226; W(15)= 0.062253523938647892862843836994377694; W(16)= 0.027152459411754094851780572456018104; function [IP,IPW]=IPWinit(T16,W16) A=ones(16); AA=ones(32,16); T32=[(T16-1)/2;(T16+1)/2]; W32=[W16;W16]/2; for k=2:16 A(:,k)=A(:,k-1).*T16; AA(:,k)=AA(:,k-1).*T32; end IP=AA/A; IPW=diadivR(diamultL(W32,IP),W16); function Pbc=Pbcinit(IP); Pbc=zeros(64,32); Pbc( 1:32, 1:16)=IP; Pbc(33:64,17:32)=flipud(fliplr(IP)); function PbcBig=PbcBiginit(IP); Pbc=Pbcinit(IP); PbcBig=zeros(192,96); PbcBig( 1: 64, 1:32)=Pbc; PbcBig( 65:128,33:64)=Pbc; PbcBig(129:192,65:96)=Pbc;