Boluda took charge in the 2008-09 season following the resignation of former president Ramon Calderon and was in the top job until Perez returned unchallenged for a second spell in the summer of 2009.
"Florentino's administration has been amazing," the businessman told Radio MARCA. "If I say it has been bad, people will call me crazy, but I would like to be president of Real Madrid again."
And he added: "I'm still thinking of standing in the elections."
There is currently no fixed date for any elections and Perez, who has not faced a rival since he came back in 2009, can call for a vote any time he chooses.
The strict regulations passed by Perez mean only a very select group of people are eligible to stand, with one of the conditions being the need to put up a bank guarantee for 15 per cent of the club's annual spending budget.