The body of Gurdeep Singh, a resident of Gharial, had injury marks on the neck, they said.
Singh left his house last evening, police said, adding that he did not return back.
A passerby spotted the body today and informed police.
On the complaint made by Singh's son Amarjit, a case of murder has been registered, police said.