MILP problems contain both integer and continuous decision variables. They combine the challenges of both Linear Programming (LP) and Integer Programming (IP), requiring specialized solvers. MILP models are powerful tools for representing complex real-world optimization problems in logistics, manufacturing, energy, and more.