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% use save command to conserve x and m varibles
function husttopopt(nelx,nely,volfrac,penal,rmin) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%penal is penalization factor
% INITIALIZE
m=1;
x(1:nely,1:nelx,m) = volfrac;
loop = 0;
change = 1.;
% START ITERATION
while change > 0.01
%while change >0.0001
loop = loop + 1;
% xold = x;
% FE-ANALYSIS
[U]=FE(nelx,nely,x,penal,m);
% OBJECTIVE FUNCTION AND SENSITIVITY ANALYSIS
[KE] = lk;
c = 0.;
for ely = 1:nely
for elx = 1:nelx
n1 = (nely+1)*(elx-1)+ely;
n2 = (nely+1)* elx +ely;
Ue = U([2*n1-1;2*n1; 2*n2-1;2*n2; 2*n2+1;2*n2+2; 2*n1+1;2*n1+2],1);
c = c + x(ely,elx,m)^penal*Ue'*KE*Ue;
dc(ely,elx) = -penal*x(ely,elx,m)^(penal-1)*Ue'*KE*Ue;
end
end
% FILTERING OF SENSITIVITIES
[dc] = check(nelx,nely,rmin,x,dc,m);
% DESIGN UPDATE BY THE OPTIMALITY CRITERIA METHOD
[x] = OC(nelx,nely,x,volfrac,dc,m);
% PRINT RESULTS
change = max(max(abs(x(:,:,m+1)-x(:,:,m))));
disp([' It.: ' sprintf('%4i',loop) ' Obj.: ' sprintf('%10.4f',c) ...
' Vol.: ' sprintf('%6.3f',sum(sum(x(:,:,m+1)))/(nelx*nely)) ...
' ch.: ' sprintf('%6.3f',change )])
% PLOT DENSITIES
colormap(gray); imagesc(-x(:,:,m+1));axis equal; axis tight; axis off;pause(1e-6);
xc(m)=c; xdc(:,:,m)=dc;
xchange(m)=change; xvol(m)=sum(sum(x(:,:,m+1)))/(nelx*nely);
m=m+1;
if loop >= 200
break;
end
end
save xmdata x xc xdc m xchange xvol;
%%%%%%%%%% OPTIMALITY CRITERIA UPDATE %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function [x]=OC(nelx,nely,x,volfrac,dc,m)
l1 = 0; l2 = 100000; move = 0.2;
while (l2-l1 > 1e-4)
lmid = 0.5*(l2+l1);
x(:,:,m+1) = max(0.001,max(x(:,:,m)-move,min(1.,min(x(:,:,m)+move,x(:,:,m).*((-dc./lmid).^0.5)))));%%%%%%%%%%%%%%%%sqrt=0.5 is damping coefficient
if sum(sum(x(:,:,m+1))) - volfrac*nelx*nely > 0
l1 = lmid;
else
l2 = lmid;
end
end
%%%%%%%%%% MESH-INDEPENDENCY FILTER %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function [dcn]=check(nelx,nely,rmin,x,dc,m)
dcn=zeros(nely,nelx);
for i = 1:nelx
for j = 1:nely
sum=0.0;
for k = max(i-floor(rmin),1):min(i+floor(rmin),nelx)
for l = max(j-floor(rmin),1):min(j+floor(rmin),nely)
fac = rmin-sqrt((i-k)^2+(j-l)^2); %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%rimn is filter radius
sum = sum+max(0,fac);
dcn(j,i) = dcn(j,i) + max(0,fac)*x(l,k,m)*dc(l,k);
end
end
dcn(j,i) = dcn(j,i)/(x(j,i,m)*sum);
end
end
%%%%%%%%%% FE-ANALYSIS %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function [U]=FE(nelx,nely,x,penal,m)
[KE] = lk;
K = sparse(2*(nelx+1)*(nely+1), 2*(nelx+1)*(nely+1));
F = sparse(2*(nely+1)*(nelx+1),1); U = zeros(2*(nely+1)*(nelx+1),1);
for elx = 1:nelx
for ely = 1:nely
n1 = (nely+1)*(elx-1)+ely;
n2 = (nely+1)* elx +ely;
edof = [2*n1-1; 2*n1; 2*n2-1; 2*n2; 2*n2+1; 2*n2+2; 2*n1+1; 2*n1+2];
% y(ely,elx)=x(ely,elx,m);
K(edof,edof) = K(edof,edof) + x(ely,elx,m)^penal*KE;
end
end
% DEFINE LOADS AND SUPPORTS (HALF MBB-BEAM)
%F(2,1) = -1;
%fixeddofs = union([1:2:2*(nely+1)],[2*(nelx+1)*(nely+1)]);
%F((nelx*(nely+1)+2),1)=-1;
%fixeddofs =union([(nely+1)*2],[((nely+1)*(nelx+1)*2-1):(nely+1)*(nelx+1)*2]);
%臂梁中间载荷
F((nelx*2*(nely+1)+2*floor(nely/2)),1)=-1;
fixeddofs =[1:2*(nely+1)];
alldofs = [1:2*(nely+1)*(nelx+1)];
freedofs = setdiff(alldofs,fixeddofs);
% SOLVING
U(freedofs,:) = K(freedofs,freedofs) \ F(freedofs,:);
U(fixeddofs,:)= 0;
%%%%%%%%%% ELEMENT STIFFNESS MATRIX %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function [KE]=lk
E = 1.;
nu = 0.3;
k=[ 1/2-nu/6 1/8+nu/8 -1/4-nu/12 -1/8+3*nu/8 ...
-1/4+nu/12 -1/8-nu/8 nu/6 1/8-3*nu/8];
KE = E/(1-nu^2)*[ k(1) k(2) k(3) k(4) k(5) k(6) k(7) k(8)
k(2) k(1) k(8) k(7) k(6) k(5) k(4) k(3)
k(3) k(8) k(1) k(6) k(7) k(4) k(5) k(2)
k(4) k(7) k(6) k(1) k(8) k(3) k(2) k(5)
k(5) k(6) k(7) k(8) k(1) k(2) k(3) k(4)
k(6) k(5) k(4) k(3) k(2) k(1) k(8) k(7)
k(7) k(4) k(5) k(2) k(3) k(8) k(1) k(6)
k(8) k(3) k(2) k(5) k(4) k(7) k(6) k(1)];
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