West Melbourne is a city in Brevard County, Florida, United States. The population was 9,824 at the 2000 census. According to the U.S. Census Bureau's 2005 estimates, the city had a population of 15,059. It was created in 1959 to stop the area from being annexed into the City of Melbourne and to avoid the levying of an ad valorem tax. West Melbourne apartments for rent comparison page shows most up to date rent information on West Melbourne apartments and houses. Rent information is obtained from multiple rental sources but we cannot guarantee their accuracy.