Following the Slovenian and Croatian secessions from the Socialist Federal Republic of Yugoslavia in 1991 , the multi-ethnic Socialist Republic of Bosnia and Herzegovina – which was inhabited Come_together by mainly Muslim Bosniaks ( 44 percent ) , as well as Orthodox Serbs ( 32.5 percent ) and Catholic Croats ( 17 percent ) – passed a referendum Request for independence on 29 February 1992 .