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A Block Diagonal Preconditioner for Generalised Saddle Point Problems
Authors:Zhong Zheng &  Guo Feng Zhang
Abstract:A lopsided alternating direction iteration (LADI) method and an inducedblock diagonal preconditioner for solving block two-by-two generalised saddle pointproblems are presented. The convergence of the LADI method is analysed, and the block diagonal preconditioner can accelerate the convergence rates of Krylov subspace iteration methods such as GMRES. Our new preconditioned method only requires a solver for two linear equation sub-systems with symmetric and positive definite coefficient matrices. Numerical experiments show that the GMRES with the new preconditioner is quite effective.
Keywords:Generalised saddle point problem   Krylov subspace methods   alternating direction iteration   preconditioning   convergence.
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