Solving the Primal and Dual Problems of SVM Using CVX Toolbox
To solve the support vector machine (SVM) primal and dual problems using the CVX toolbox, we need to formulate and optimize the corresponding mathematical models.
1. Primal Problem of SVM (Hard Margin)
Objective Function:
[\min_{w,b} \frac{1}{2} |w|^2 ]Constraints:
[y_i (w^T x_i + b) \geq 1 \quad \forall i ]``` % Generate linearly separable dat ...
Posted on Wed, 13 May 2026 18:50:15 +0000 by amarquis