Data Science, Machine Learning, Support Vector Machine, Python.
multipliers, it will convert the original optimization problem into a dual problem that can be solved more efficiently. By this, we introduce a Lagrange multiplier for each constraint, ensuring that the optimal of the new objective function will be equivalent to the original problem. For our case,