Semi-infinite programming: Difference between revisions

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References: * David Luenberger (1997). ''Optimization by Vector Space Methods.'' John Wiley & Sons. ISBN 0-471-18117-X.
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==Mathematical formulation of the problem==
The problem can be stated simply as:
:<math> \min\limits_min_{x \in X}\;\; f(x) </math>
 
:<math> \mboxtext{subject to: }\ </math>
 
::<math> g(x,y) \le 0, \;\; \forall y \in Y </math>
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:<math>Y \subseteq R^m.</math>
 
SIP can be seen as a special case of bilevel programs ([[Multilevelmultilevel programming]]) in which the lower-level variables do not participate in the objective function.
 
==Methods for solving the problem==