My. Huang et al., DEVELOPMENT TEST PROGRAMS FOR 1-SHOT SYSTEMS - 2-STATE RELIABILITY AND BINARY DEVELOPMENT-TEST RESULTS, IEEE transactions on reliability, 45(3), 1996, pp. 379-385
Summ. & Conclusions - This paper considers efficient development testi
ng for 1-shot systems (eg, missiles) that are destroyed in testing or
first normal use, where there is the possibility of reliability-growth
of the basic system-design as a result of redesigns following failed
development tests. We consider a situation where the cost of redesign
is negligible, each development test produces a binary (success-failur
e) outcome, and there is a fixed procurement budget covering both syst
em development & purchase. For a 2-state model of system reliability,
dynamic programming is used to identify test-plans that are optimal, v
iz, maximize the mean number of effective systems (of the final design
) that can be purchased with the remaining budget when development tes
ting is stopped. Several reasonable and easily implemented suboptimal
rules are also considered, and their performances are compared to that
of the optimal rule for a variety of combinations of model parameters
, Optimal tests plans are easily computable, even for problems where t
he initial budget is targe, and for some combinations of model paramet
ers offer important improvements over more naive test heuristics, The
qualitative character of the present results is anticipated to extend
to more complicated & realistic models for this problem.