Groups
Category
The Maximum Entropy Principle picks the probability distribution with the greatest uncertainty (entropy) that still satisfies the facts you know (constraints).
Lagrangian duality turns a constrained minimization problem into a related maximization problem that provides lower bounds on the original objective.