# Sensitivity analysis

Under suitable assumptions, the multipliers in the Lagrange Multiplier Rule provide derivatives of the optimal response function – i.e., under certain conditions, $LaTeX: \textstyle (u, v) = \nabla f^* (b, c).$ For special approaches in LP, see compatibility theory, the 100% Rule, and the tolerance approach.