sparse probabilistic boolean network

A Bregman alternating direction method of multipliers for sparse probabilistic Boolean network problem

  • Deng Kangkang
  • Peng Zheng
    • Categories Applications - Science and Engineering, Biomedical Applications, Constrained Nonlinear Optimization Tags , , , ,

    The main task of genetic regulatory networks is to construct a sparse probabilistic Boolean network (PBN) based on a given transition-probability matrix and a set of Boolean networks (BNs). In this paper, a Bregman alternating direction method of multipliers (BADMM) is proposed to solve the minimization problem raised in PBN. All the customized subproblem-solvers of … Read more