Haasan is scheduled to set out on a yatra from this island and launch the political party in Madurai, about 170 km from here.
His supporters raised slogans "Hail Varungala Muthalvere"(future chief minister) Hail Kamal Haasan" as he arrived here in his native Ramanathapuram district in southern Tamil Nadu.
The 62-year old popular actor greeted the gathering outside the hotel where he was staying and said he would speak about everything on his political journey tomorrow.
Haasan would also visit the memorial of Kalam here, his fan association sources said.
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Later, he would leave for Madurai and address public meetings in Ramanathapuram, Manamadurai and Paramakudi, his home town.
While announcing his political tour last month, the actor had said he too shared the vision of Kalam who dreamt of a "good Tamil Nadu."
By launching his tour from the residence of Kalam, he would be moving forward towards that goal, he had said.
"I am going to explain (about my) new party and the gyst of our policies.. Please come, to create a new era," he said.
"Our long journey is starting tomorrow. I am going to hoist our party flag at 6 PM at Othakadai grounds in Madurai," he added.
Delhi Chief Minister Arvind Kejriwal will attend Haasan's party launch, the actor's camp said.
"Kejriwal will attend the evening public meeting in Madurai tomorrow," sources close to the actor said.
The AAP supremo was also likely to address the meeting, they added.
The Delhi Chief Minister had then said it was "important at this point when the country is facing strong forces of corruption and communalism, all like minded people should talk to each other on these issues and work in tandem."
Besides Kejriwal, Haasan has also met the Chief Ministers of Kerala and West Bengal, Pinarayi Vijayan and Mamata Banerjee, respectively, DMK President M Karunanidhi and 'superstar' Rajinikanth ahead of his political foray.