Lagrange Multipliers and Duality with Applications to Constrained Support Vector Machine

Nguyen Mau Nam, Gary Sandine, Quoc Tran-Dinh

In this paper, we employ the concept of quasi-relative interior to analyze the method of Lagrange multipliers and establish strong Lagrangian duality for nonsmooth convex optimizat…