Genco Shipping & Trading Limited (NYSE:GNK) announced that it has taken delivery of the Genco Bourgogne, a 2010-built Supramax vessel, and the Genco Bay, a 2010-built Handysize vessel. The Genco Bourgogne is the ninth vessel to be delivered to the company under its agreement previously announced on June 25, 2010 to acquire 13 Supramax vessels from Setaf SAS, a wholly owned subsidiary of Bourbon SA. The Genco Bay is the is the second of five vessels to be delivered to the company under its agreement previously announced on June 9, 2010 to acquire five Handysize vessels from companies within the Metrostar group of companies. The company…