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Constrained optimization as ecological dynamics with applications to random quadratic programming in high dimensions

Quadratic programming (QP) is a common and important constrained optimization problem. Here, we derive a surprising duality between constrained optimization with inequality constraints, of which QP is a special case, and consumer resource models describing ecological dynamics. Combining this duality...

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Bibliographische Detailangaben
Veröffentlicht in:Phys Rev E
Hauptverfasser: Mehta, Pankaj, Cui, Wenping, Wang, Ching-Hao, Marsland, Robert
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6717431/
https://ncbi.nlm.nih.gov/pubmed/31212445
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1103/PhysRevE.99.052111
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