A redesign of model reference adaptive control using a non-quadratic L
yapunov function for deriving a new adaptive law leads to a tracking e
rror e(t) belonging to the L(1+alpha) signal space for plants with rel
ative degree one, where alpha < 0 is a design parameter. A choice of 0
< alpha < 1 leads to the energy of \e(t)\((1+alpha)/2) smaller than t
hat with the standard adaptive law for alpha = 1. Simulation results i
ndicate that the new adaptive control scheme with 0 < alpha < 1 improv
es system tracking performance. Preliminary analysis shows that the ne
w scheme with a projection modification is also robust with respect to
external disturbances.