function [Ax,Ay,b,K] = convexhullConcave(x1,f1,df1,x2,f2,df2,x3,f3,df3,x4,f4,df4,x5,f5,df5) % x1-x4 corner points, 5 point in center % Lower bounds from tangents % z < f(x1) + (x-x1)*df(x1) % z < f(x2) + (x-x2)*df(x2) % z < f(x3) + (x-x3)*df(x3) % z < f(x4) + (x-x4)*df(x4) % z < f(x5) + (x-x5)*df(x5) % Possible upper bound from creating hyperplane from three points f = [f1 f2 f3 f4]; X = [x1 x2 x3 x4]; Z = [X;f]; [n1,d1] = ceiling(Z(:,1),Z(:,2),Z(:,3)); [n2,d2] = ceiling(Z(:,2),Z(:,3),Z(:,4)); [n3,d3] = ceiling(Z(:,3),Z(:,4),Z(:,1)); [n4,d4] = ceiling(Z(:,4),Z(:,3),Z(:,2)); b = [-x1'*df1+f1; -x2'*df2+f2; -x3'*df3+f3; -x4'*df4+f4; -x5'*df5+f5]; Ax = -[df1';df2';df3';df4';df5']; Ay = [1;1;1;1;1]; % Add a floor % n'*z >= d d1 = min(n1'*Z); d2 = min(n2'*Z); d3 = min(n3'*Z); d4 = min(n4'*Z); if all(n1'*Z - d1 >= 0) b = [b;-d1]; Ax = [Ax;-n1(1:2)']; Ay = [Ay;-n1(3)]; end if all(n2'*Z - d2 >= 0) b = [b;-d2]; Ax = [Ax;-n2(1:2)']; Ay = [Ay;-n2(3)]; end if all(n3'*Z - d3 >= 0) b = [b;-d3]; Ax = [Ax;-n3(1:2)']; Ay = [Ay;-n3(3)]; end if all(n4'*Z - d4 >= 0) b = [b;-d4]; Ax = [Ax;-n4(1:2)']; Ay = [Ay;-n4(3)]; end function [n,d] = ceiling(p1,p2,p3); n = cross(p1 - p2, p1 - p3); n = n/sign(n(3)); d = p1'*n;