The elementary, but very useful, concept of the extrapolation or relax
ation is generally used to accelerate iterative methods for solving li
near systems, but its convergence conditions were not studied thorough
ly. In this note a new result on the convergence of an extrapolated it
erative method is derived. As its applications we discuss the converge
nce of some relaxed parallel multisplitting methods. By using this new
result one can improve many convergence results of the related iterat
ive methods and give very simple proofs of these results. (C) 1998 Els
evier Science B.V. and IMACS. All rights reserved.