McCormick-Based Relaxations of Algorithms

Theory and implementation for the global optimization of a wide class of algorithms is presented via convex/affine relaxations. The basis for the proposed relaxations is the systematic construction of subgradients for the convex relaxations of factorable functions by McCormick [Math. Prog., 10 (1976...

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Bibliographic Details
Main Authors: Mitsos, Alexander (Author), Chachuat, Benoit (Author), Barton, Paul I. (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Chemical Engineering (Contributor)
Format: Article
Language:English
Published: Society for Industrial and Applied Mathematics, 2010-03-09T14:01:24Z.
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