Rio Tinto said Thursday it will offer about $38 billion in cash for Alcan, with support of the Canadian aluminum producer's board, trumping a hostile offer from U.S. aluminum giant Alcoa.

Alcan CEO Dick Evans would run the merged company, to be called Rio Tinto Alcan. The deal would create the world's largest aluminium producer.