The pilot's improper placement of the fuel selector handle between two tank positions, which resulted in a restricted fuel flow to the engine and the initial loss of engine power, and his improper decision to use the high-boost auxiliary fuel pump for an extended period, which resulted in an over-rich fuel mixture condition that prevented the engine from resuming normal operation.