%-------------------------- % @Author: Jingqiao Hu % @Date: 2021-12-07 09:13:42 % @LastEditTime: 2021-12-12 12:36:07 %-------------------------- function [dc, dv] = sensitivity_cvt_mmc(dH_cell, area_cell, rho_cell, psi_cell, sK_cell, ... v_local, edofMat, U, e0, e1, penal, optVcons, area0, nc_local, nd) ncvt = size(rho_cell, 1); pn = 16; % p-norm for volume fraction dpnorm = 1/ncvt * (mean(v_local.^pn))^(1/pn-1) * (v_local.^(pn-1)); % [N, 1] nc_global = sum(nc_local) * nd; dc = zeros(nc_global, 1); dv = zeros(nc_global, 1); % for local fine mesh nc_local(2:ncvt+1) = nc_local; nc_local(1) = 0; for ele = 1 : ncvt %% compliance sensitivity psi1 = psi_cell{ele}; % [6, 2v, m] psi2 = permute(psi1, [2,1,3]); % [2v, 6, m] nvdofs = size(psi2, 1); sK0 = sK_cell{ele}; % [36, m] rho = rho_cell{ele}; sK1 = sK0 .* (penal * rho(:)'.^(penal-1) * (e1 - e0)); sK2 = reshape(sK1, 6,6,[]); % [6,6,m] Ke0 = mtimesx(mtimesx(psi2, sK2), psi1); % [2v,2v,m] Ke1 = reshape(Ke0, nvdofs, []); % [2v, 2v*m] edof = edofMat{ele}; ue = U(edof); % [2v,1] dc1 = ue' * Ke1; % [1, 2v*m] dc2 = reshape(dc1, nvdofs, [])'; % [m,2v] dc3 = dc2 * ue; % [m, 1] m = length(dc3); dH0 = dH_cell{ele}; % [nc, 3, m] dH1 = permute(dH0, [2,1,3]); % [3, nc, m] dH2 = reshape(dH1, [], m); % [3*nc, m] dc4 = dH2 * dc3; % dc_dmmc, [3*nc] idx_begin = sum(nc_local(1:ele))*nd + 1; idx_end = sum(nc_local(1:ele+1))*nd; dc(idx_begin : idx_end) = dc4; %% volume area = area_cell{ele}; switch optVcons case 'pnorm' dv0 = dpnorm(ele) * area / sum(area); case 'overall' dv0 = area / area0; end dv(idx_begin : idx_end) = dH2 * dv0(:); end end