function output = callpensdpm(interfacedata); % Retrieve needed data options = interfacedata.options; F_struc = interfacedata.F_struc; c = interfacedata.c; K = interfacedata.K; x0 = interfacedata.x0; ub = interfacedata.ub; lb = interfacedata.lb; % Bounded variables converted to constraints if ~isempty(ub) [F_struc,K] = addbounds(F_struc,K,ub,lb); end % ******************************* % CONVERT FROM INTERNAL FORMAT % ******************************* penstruct = sedumi2pen(F_struc,K,c,x0); % ************************** % COPY OPTIONS % ************************** ops = struct2cell(options.pensdp);ops = [ops{1:end}]; penstruct.ioptions = ops(1:8); penstruct.foptions = ops(9:end); penstruct.ioptions(4) = max(0,min(3,options.verbose+1)); if penstruct.ioptions(4)==1 penstruct.ioptions(4)=0; end % FIX if penstruct.mconstr == 0 penstruct.msizes = []; end if options.savedebug save pensdpdebug penstruct end %************************** % CALL PENSDP %************************** showprogress('Calling PENSDP',options.showprogress); solvertime = clock; [x, fx, u, iresults, fresults, iflag] = pen(penstruct); solvertime = etime(clock,solvertime); % Get dual variable (this must be possible to do easier...) u = u(:); D_struc = u(1:1:K.l); if length(K.s)>0 if K.s(1)>0 pos = K.l+1; for i = 1:length(K.s) temp = zeros(K.s(i),K.s(i)); vecZ = u(pos:pos+0.5*K.s(i)*(K.s(i)+1)-1); top = 1; for j = 1:K.s(i) len = K.s(i)-j+1; temp(j:end,j)=vecZ(top:top+len-1);top=top+len; end temp = (temp+temp');j = find(speye(K.s(i)));temp(j)=temp(j)/2; D_struc = [D_struc;temp(:)]; pos = pos + (K.s(i)+1)*K.s(i)/2; end end end switch iflag case 0 problem = 0; case 1 problem = 4; case 2 problem = 1; case 3 problem = 4; case 4 problem = 3; case 5 problem = 7; case 6 problem = 11; case 7 problem = 9; otherwise problem = -1; end infostr = yalmiperror(problem,'PENSDP/TOMLAB'); if options.savesolveroutput solveroutput.f = f; solveroutput.x = x; solveroutput.u = u; solveroutput.iflag = iflag; solveroutput.niter = niter; solveroutput.feas = feas; else solveroutput = []; end if options.savesolverinput solverinput.penstruct = penstruct; else solverinput = []; end % Standard interface output.Primal = x(:); output.Dual = D_struc; output.Slack = []; output.problem = problem; output.infostr = infostr; output.solverinput = solverinput; output.solveroutput= solveroutput; output.solvertime = solvertime;