function output = calllogdetppa(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] = addStructureBounds(F_struc,K,ub,lb); end % SDPNAL does not support multiple blocks options.sdpt3.smallblkdim = 0; % Convert from internal (sedumi-like) format [blk,A,C,b,oldKs]=sedumi2sdpt3(F_struc(:,1),F_struc(:,2:end),c,K,options.sdpt3.smallblkdim); % Setup the logarithmic barrier cost. We exploit the fact that we know that % the only logaritmic cost is in the last SDP constraint if abs(K.m) > 0 for i = 1:size(blk,1) if isequal(blk{i,1},'l') options.sdpt3.parbarrier{i,1} = zeros(1,blk{i,2}); else options.sdpt3.parbarrier{i,1} = 0*blk{i,2}; end end n_sdp_logs = nnz(K.m > 1); n_lp_logs = nnz(K.m == 1); if n_lp_logs>0 lp_count = n_lp_logs; end if n_sdp_logs>0 sdp_count = n_sdp_logs; end for i = 1:length(K.m) if K.m(i) == 1 % We placed it in the linear cone options.sdpt3.parbarrier{1,1}(end-lp_count+1) = -K.maxdetgain(i); lp_count = lp_count-1; elseif K.m(i) > 1 % We placed it in the SDP cone options.sdpt3.parbarrier{end-sdp_count+1,1} = -K.maxdetgain(i); sdp_count = sdp_count-1; end end %options.saveduals = 0; mu0 = [options.sdpt3.parbarrier{:}]; else mu0 = zeros(K.l+length(find(K.s)),1); end %options.logdetppa.mu0 = [options.sdpt3.parbarrier{:}]; if options.savedebug ops = options.logdetppa; save logdetppadebug blk A C b ops x0 -v6 end if options.showprogress;showprogress(['Calling ' interfacedata.solver.tag],options.showprogress);end solvertime = tic; if options.verbose==0 % SDPT3 does not run silent despite printyes=0! evalc('[obj,X,y,Z,info,runhist] = logdetPPA(blk,A,C,b,mu0,options.logdetppa);'); else [obj,X,y,Z,info,runhist] = logdetPPA(blk,A,C,b,mu0,options.logdetppa); end solvertime = toc(solvertime); % Create YALMIP dual variable and slack Dual = []; Slack = []; top = 1; if K.f>0 Dual = [Dual;X{top}(:)]; Slack = [Slack;Z{top}(:)]; top = top+1; end if K.l>0 Dual = [Dual;X{top}(:)]; Slack = [Slack;Z{top}(:)]; top = top + 1; end if K.q(1)>0 Dual = [Dual;X{top}(:)]; Slack = [Slack;Z{top}(:)]; top = top + 1; end if K.s(1)>0 % Messy format in SDPT3 to block and sort small SDPs u = blk(:,1); u = find([u{:}]=='s'); s = 1; for top = u ns = blk(top,2);ns = ns{1}; k = 1; for i = 1:length(ns) Xi{oldKs(s)} = X{top}(k:k+ns(i)-1,k:k+ns(i)-1); Zi{oldKs(s)} = Z{top}(k:k+ns(i)-1,k:k+ns(i)-1); s = s + 1; k = k+ns(i); end end for i = 1:length(Xi) Dual = [Dual;Xi{i}(:)]; Slack = [Slack;Zi{i}(:)]; end end if any(K.m > 0) % Dual = []; end Primal = -y; % Primal variable in YALMIP problem = -7; % % % Convert error code % switch info.termcode % case -1 % problem = 4; % case 0 % problem = 0; % case 1 % problem = 5; % case 2 % problem = 3; % otherwise % problem = 11; % end infostr = yalmiperror(problem,interfacedata.solver.tag); if options.savesolveroutput solveroutput.obj = obj; solveroutput.X = X; solveroutput.y = y; solveroutput.Z = Z; solveroutput.info = info; solveroutput.runhist = runhist; else solveroutput = []; end if options.savesolverinput solverinput.blk = blk; solverinput.A = A; solverinput.C = C; solverinput.b = b; solverinput.X0 = []; solverinput.y0 = x0; solverinput.Z0 = []; solverinput.options = options.sdpt3; else solverinput = []; end % Standard interface output = createOutputStructure(Primal,Dual,[],problem,infostr,solverinput,solveroutput,solvertime); function [F_struc,K] = deblock(F_struc,K); X = any(F_struc(end-K.s(end)^2+1:end,:),2); X = reshape(X,K.s(end),K.s(end)); [v,dummy,r,dummy2]=dmperm(X); blks = diff(r); lint = F_struc(1:end-K.s(end)^2,:); logt = F_struc(end-K.s(end)^2+1:end,:); newlogt = []; for i = 1:size(logt,2) temp = reshape(logt(:,i),K.s(end),K.s(end)); temp = temp(v,v); newlogt = [newlogt temp(:)]; end logt = newlogt; pattern = []; for i = 1:length(blks) pattern = blkdiag(pattern,ones(blks(i))); end F_struc = [lint;logt(find(pattern),:)]; K.s(end) = []; K.s = [K.s blks]; K.m = blks;