def assignMembership(strands, centroids):
k = len(centroids)
membership = []
for strand in strands:
minDistance = float("inf")
for c in xrange(k):
d = DS.distance(strand, centroids[c])
if (d < minDistance):
minDistance = d
minCluster = c
membership.append((minCluster, strand))
return membership
