Eastern Virginia Bankshares has received preliminary approval to receive $24 million from the Treasury Department’s Troubled Assets Relief Program. The Tappahannock-based bank holding company is one 36 state-chartered banks that have applied for TARP funds totaling $705.9 million, according to the State Corporation Commission’s Bureau of Financial Institutions.