Allocation of a redundant component in a system in order to optimize,
in some sense, the lifetime of the system is an important problem in r
eliability theory, having practical applications. Consider a series sy
stem consisting of two components (say C-1, and C-2), having independe
nt random lifetimes X(1) and X(2), and suppose a component C having ra
ndom lifetime X (independent of X(1) and X(2)) is available for active
redundancy with one of the components. Let U-1 = min(max(X(1), X), X(
2)) and U-2 = min(X(1), max(X(2), X)), so that U-1 (U-2) denote the li
fetime of a system obtained by allocating C to C-1 (C-2). We consider
the criterion where C-1 is preferred to C-2 for redundancy allocation
if P(U-1 > U-2) greater than or equal to P(U-2 > U-1). Here we investi
gate the problem of allocating C to C-1, or C-2, with respect to the a
bove criterion. We also consider the standby redundancy for series and
parallel systems with respect to the above criterion. The problem of
allocating an active redundant component in order that the resulting s
ystem has the smallest failure rate function is also considered and it
is observed that unlike stochastic optimization, here the lifetime di
stribution of the redundant component also plays a role, making the pr
oblem of even active redundancy allocation more complex.