P-norm minimization over intersections of convex sets

@article{Bayram2012PnormMO,
  title={P-norm minimization over intersections of convex sets},
  author={Ilker Bayram},
  journal={2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO)},
  year={2012},
  pages={1159-1163}
}
  • Ilker Bayram
  • Published 2012 in
    2012 Proceedings of the 20th European Signal…
We consider the minimization of the ℓp norm subject to convex constraints. The problem considered in this paper may be regarded as a relaxation of a similar problem that employs the ℓ1 norm. We derive the dual problem, which is unconstrained and devise an algorithm for the dual problem by adapting the Douglas-Rachford algorithm. We demonstrate the utility… CONTINUE READING