Anglesea is a town in Victoria, Australia. It is located on the Great Ocean Road in the Surf Coast Shire local government area. In the 2016 cen…Anglesea is a town in Victoria, Australia. It is located on the Great Ocean Road in the Surf Coast Shire local government area. In the 2016 census, Anglesea had a population of 2,545 people. Originally known as Swampy Creek, the area's name was changed to Anglesea River in 1884 when the township was established. A Post Office under that name opened on 16 April 1886. and was renamed Anglesea in 1950. The name derives from Anglesey, an island in North Wales.