• Title of article

    Extending quasi-GMRES method to solve generalized Sylvester tensor equations via the Einstein product

  • Author/Authors

    Izadkhah ، M.M. Department of Computer Science - Faculty of Computer and Industrial Engineering - Birjand University of Technology

  • From page
    938
  • To page
    969
  • Abstract
    This paper aims to extend a Krylov subspace technique based on an in-complete orthogonalization of Krylov tensors (as a multidimensional exten-sion of the common Krylov vectors) to solve generalized Sylvester tensor equations via the Einstein product. First, we obtain the tensor form of the quasi-GMRES method, and then we lead to the direct variant of the proposed algorithm. This approach has the great advantage that it uses previous data in each iteration and has a low computational cost. More-over, an upper bound for the residual norm of the approximate solution is found. Finally, several experimental problems are given to show the acceptable accuracy and efficiency of the presented method.
  • Keywords
    Generalized Sylvester tensor equations , Einstein product , Quasi , GMRES method , Convergence analysis
  • Journal title
    Iranian Journal of Numerical Analysis and Optimization
  • Journal title
    Iranian Journal of Numerical Analysis and Optimization
  • Record number

    2760689