Alexandria, Louisiana. Alexandria Welcome Sign on Louisiana Highway 28 West. Alexandria is the ninth-largest city in the state of Louisiana and is the parish seat of Rapides Parish, Louisiana, United States. It lies on the south bank of the Red River in almost the exact geographic center of the state.