A Novel Approach for Solving Semidefinite Programs

A Novel Approach for Solving Semidefinite Programs

Blog Article

A novel linearizing alternating direction augmented Lagrangian approach turbo air m3f72-3-n is proposed for effectively solving semidefinite programs (SDP).For every iteration, by fixing the other variables, the proposed approach alternatively optimizes the dual variables and the dual slack variables; then the primal variables, that is, Lagrange multipliers, are updated.In addition, the proposed approach renews all the variables in closed forms without solving any system of linear equations.

Global convergence of the proposed approach is proved under mild conditions, and two lock shock and barrel art numerical problems are given to demonstrate the effectiveness of the presented approach.