Differentiable McCormick relaxations

McCormick’s classical relaxation technique constructs closed-form convex and concave relaxations of compositions of simple intrinsic functions. These relaxations have several properties which make them useful for lower bounding problems in global optimization: they can be evaluated automatically, ac...

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Bibliographic Details
Main Authors: Khan, Kamil A., Watson, Harry Alexander James, Barton, Paul I
Other Authors: Massachusetts Institute of Technology. Department of Chemical Engineering
Format: Article
Language:English
Published: Springer US 2017
Online Access:http://hdl.handle.net/1721.1/107681
https://orcid.org/0000-0001-9372-649X
https://orcid.org/0000-0003-2895-9443