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A Universal and Structured Way to Derive Dual Optimization Problem Formulations
Author(s) -
C. Roos,
Marleen Balvert,
Bram L. Gorissen,
Dick den Hertog
Publication year - 2020
Publication title -
informs journal on optimization
Language(s) - English
Resource type - Journals
eISSN - 2575-1492
pISSN - 2575-1484
DOI - 10.1287/ijoo.2019.0034
Subject(s) - dual (grammatical number) , duality (order theory) , mathematical optimization , convex analysis , convex conjugate , constraint (computer aided design) , computer science , convex optimization , simple (philosophy) , optimization problem , regular polygon , mathematics , algebra over a field , discrete mathematics , pure mathematics , art , philosophy , geometry , literature , epistemology
The dual problem of a convex optimization problem can be obtained in a relatively simple and structural way by using a well-known result in convex analysis, namely Fenchel’s duality theorem. This a...

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