Examples

This section provides examples demonstrating how to use pbalm for various optimization problems.

• Basis Pursuit
  • Problem Formulation
  • Implementation
  • Key Observations
  • References
• Constrained Optimization Examples
  • Example 1: Quadratic Program with Linear Constraints
  • Example 2: Nonlinear Least Squares with Constraints
  • Example 3: Optimization on a Sphere
  • Example 4: Multiple Equality Constraints
  • Example 5: Mixed Constraints with Regularization
• Sparse Regression
  • Problem Background
  • Constrained LASSO
  • Implementation
  • Elastic Net with Box Constraints
  • Group Sparse Regression
  • Visualization