TOKYO - Toshiba Corp. has selected a group of companies led by a Tokyo-based fund as the preferred bidder for a potential buyout of the Japanese conglomerate, with 2.8 trillion yen ($19.1 billion) seen as the desired purchase price, sources familiar with the matter said Wednesday.