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R port of the Python diffcp package, mirroring Agrawal, Barratt, Boyd, Busseti, and Moursi (2019). Computes the derivative of the optimal solution map of a convex cone program with respect to its data, via the implicit-function theorem on the homogeneous self-dual embedding.

Details

If you use this package in published work, please cite both the R package and the original paper; see citation("diffcp") for the full pair of BibTeX entries.

Author

Maintainer: Balasubramanian Narasimhan naras@stanford.edu

Authors:

  • Akshay Agrawal

  • Shane Barratt

  • Stephen Boyd

  • Enzo Busseti

  • Walaa Moursi