... the linear programming case.We outline the algorithm here:Given any interior feasible x0 y0 s0 of ( 52 ) and its dual. Set √n and k =0. 15. 7 Rate of Convergence 4 85 The following ... 1.This algorithm exhibits an iteration complexity bound that is identical to that of linear programming expressed in Theorem 2, Section 5. 6. 15. 9 SEMIDEFINITE PROGRAMMING Semidefinite programming (SDP) ... extension of linear programming. In linear programming, the variables form a vector which is required to be component-wise nonnegative, while in semidefinite programming the variables are compo-nents...