Optimality of Some Weighing and $2^n$ Fractional Factorial Designs

Some asymmetrical weighing and $2^n$ fractional factorial designs are proved to be optimal over all possible designs with respect to a very general class of criteria. This strengthens and unifies many previously published results in this area. An easy method to prove E-optimality is also presented.