Family dispute with in laws on sharing house

Hi, I am a working woman from Bangalore. I got married recently in Nov 2016. I had an apartment which I had bought before marriage. It is registered in my name. After marriage me and my husband shifted to my apartment along with my husband's father and mother. Post marriage staying with my in laws had become very painful as they don't contribute to the family financially even though they have a steady income. Also due to personal differences we are not able to get along with them and have frequent fights. Due to this me and my husband asked his parents to shift to a separate house so that we all can live peacefully. We even offered to to pay for the advance, rent and all the required items for the new house. But they are not agreeing for this at any cost. They want to continue living in the same house as they feel separating from their son creates a bad impression among their relatives. My mother in law abuses me with harsh words all the time. It's been a mental torture for me everyday. Is their anything I can do legally to persuade them to move out? The house is registered in my name. Also I have a rental agreement with my mother in law saying I have rented them my house.