Constraint-based modeling is a computational approach used to predict the behavior of biological systems by applying constraints that represent physical, chemical, and biological laws. It is widely used in systems biology to analyze metabolic networks and optimize metabolic engineering strategies without requiring detailed kinetic parameters.