When is P such that l_0-minimization Equals to l_p-minimization

نویسندگان

  • Changlong Wang
  • Shigang Yue
  • Jigen Peng
چکیده

In this paper, we present an analysis expression of p∗(A, b) such that the unique solution to l0-minimization also can be the unique solution to lp-minimization for any 0 < p < p ∗(A, b). Furthermore, the main contribution of this paper isn’t only the analysis expressed of such p∗(A, b) but also its proof. Finally, we display the results of two examples to confirm the validity of our conclusions keywords: sparse recovery, null space constant, null space property, l0-minimization, lp-minimization,

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عنوان ژورنال:
  • CoRR

دوره abs/1511.07628  شماره 

صفحات  -

تاریخ انتشار 2015