The standard Arnoldi method approximates the solution of one single li
near system through projection onto a Krylov space constructed from th
e right-hand side vector. The different stage equations of a W-method
use the same matrix but different right-hand sides, which are, in gene
ral, not part of the original Krylov space. For the case of two right-
hand sides we discuss two well-known deterministic strategies that ext
end the Arnoldi process from the first stage and present a new one tha
t performs Krylov steps adaptively to minimize the residual of the nex
t approximation. An implementation of these methods is tested on three
different parabolic problems and compared with the code VODPK.