The minister said "to my understanding, no country in the world has a rule like this", which mandates a carrier to be five-year-old and have at least 20 aircraft in its fleet before being allowed to serve on international routes.
"Nobody has given me reasons why five years, why 20 aircraft...," Raju told reporters here.
The minister said the government wanted to encourage the domestic carriers to utilise the "unused bilaterals".
There have been attempts to do away with the '5X20 Rule' for quite some time, but without success so far.
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The Wadia Group-owned budget airline GoAir, which completed five years of operations in December 2010, is still not eligible to fly as it has only 19 aircraft in its fleet.
Last week, Tata-SIA joint venture airline Vistara, which will commence its flight services from January 9, had said that it was hopeful of such curbs going off in the interest of the domestic aviation industry.
"The problem that SpiceJet is going through is economic. They have to solve it. They have to fundamentally get their things right," the minister said.
He said the government is trying to help the aviation sector overcome its problems, but added "the government's role is that of a facilitator... To remove the impediments, if any." "Whatever the government will do for the airlines, it will be for all. It will not single out one airline," he said.
"Most airlines in the world are not regulated. If you want to have regulations, then you have to have your regulation parameters right," he said.
Earlier in the day, Raju inaugurated the e-office governance in his ministry and the e-clearance for communication mast at Airports Authority of India.