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Paper   IPM / M / 16573
School of Mathematics
  Title:   Haplotype assembly using Riemannian trust-region method
  Author(s):  Hossein Mohades (Joint with M. M. Mohades and M. H. Kahaei)
  Status:   To Appear
  Journal: Digital Signal Processing
  Supported by:  IPM
  Abstract:
We model the Haplotype Assembly Problem (HAP) as a minimization problem over an -dimensional sphere, where n is the haplotype length. A manifold optimization approach is proposed to solve this problem. To escape the saddle points, the Riemannian trust region method is utilized and its convergence is proved. Simulation results over both real and synthetic data show that the proposed method is considerably accurate for haplotype estimation.

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