TAIPEI—Taiwan Semiconductor Manufacturing Co (TSMC) said on Tuesday it will set up a new chip factory in the island’s southern city of Kaohsiung as the world’s largest contract chipmaker bids to boost production amid a global chip shortage. TSMC, a major Apple supplier, said in a statement the new chip fabrication plant will produce advanced…