Optimal allocation of redundancies in series systems

► We consider the problems of optimal allocation. ► We establish two likelihood ratio order results for active and standby redundancy. ► We discuss the case of allocating K active redundancies to a series system. ► We answer an open problem mentioned in Hu and Wang (2009).