Centre for Discrete and Applicable Mathematics

 CDAM Research Report, LSE-CDAM-2003-16

November 2003


Liminal Inequality Constraints and Second-order Optimality Conditions

Anthony Horsley and Andrew J. Wrobel

Abstract

Liminal constraints are active inequality constraints with zero Lagrange multipliers. This is the borderline case between inactive and binding inequality constraints. In correctly formulated second-order conditions, inactive constraints are ignored, and binding ones are treated like equality constraints. But liminal constraints can neither be ignored nor be treated like equalities; examples are given. The persistent assertion in economics texts that all active constraints can be treated like equalities is untrue, and gives a false "sufficient" second-order condition.


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