 Then on 20 February 1855, portions of Rice, Wabasha, and Fillmore counties were partitioned off to create the present county, with Rochester (which was also platted that year) as county seat.The county name recognized David Olmsted (1822-1861), a member of the first territorial council and the first mayor of St. Paul.The county boundaries have remained unchanged since 1855.