The vector searching problem is, given k-vector A (a k-vector) is a vector that has k components, over the integers) and given a set B of n distinct k-vectors, to determine whether or not A is a member of set B. Comparisons between components yielding "greater than-equal-less than" results are permitted. It is shown that if the vectors in B are unordered then nk comparisons are necessary and sufficient. In the case when the vectors in B are ordered, it is shown that [log n] + k comparisons are necessary and, for n≥4k, k[log(n/k)] + 2k-1 comparisons are sufficient.