Abstract. Let 8 be any irrational and define Ne(9) to be that integer such that \8 -Ne{6)\ < \. Put p0 = 6, r0 = Ne(p0), pk+ | = \/(rk -pk), rk+x = Ne(pk+I). Then the r's here are the partial quotients of the nearest integer continued fraction (NICF) expansion of 9. When D is a positive nonsquare integer, and 6 = {D, this expansion is periodic. It can be used to find the regulator of 2(/JD ) in less than 75 percent of the time needed by the usual continued fraction algorithm. A geometric interpretation of this algorithm is given and this is used to extend the NICF to a nearest integer analogue of the Voronoi Continued Fraction, which is used to find the regulator of a cubic field íwith negative discriminant A. This new algorithm (NIVCF) is periodic and can be used to find the regulator of §.If / < ^/|A j/148, the NIVCF algorithm can be used to find any algebraic integer a of € such that N(a) = I. Numerical results suggest that the NIVCF algorithm finds the regulator of f = 2(/ö ) in about 80 percent of the time needed by Voronoi's algorithm.