The service takes place at the Standard Bank Arena and will start at 12h00.
Meyiwa was shot and killed in Vosloorus on Sunday night, while former 800m world champion Mulaudzi died in a car accident on Friday.
Boxing star Mwelase passed away on over the weekend after being knocked out in a bout.