Complete Characterizations of Global Optimality for Problems Involving the Pointwise Minimum of Sublinear Functions
SIAM Journal on Optimization1996Vol. 6(2), pp. 362–372
Citations Over TimeTop 14% of 1996 papers
Abstract
Necessary and sufficient global optimality conditions are presented for certain non-convex minimization problems subject to inequality constraints that are expressed as the pointwise minimum of sublinear (MSL) functions. A generalized Farkas lemma for inequality systems with MSL functions plays a crucial role in presenting the conditions in dual forms. Applications to certain multiplicative sublinear programming problems and fractional programming problems are also given.
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