> I feel in the end he has deliberately chosen to live in Solaris because he wants to live with person who matches with his ideas.

Well, he chose to stay because Solaris was the only place where they could still be together. I'm not sure what his choice would've been had his wife still been alive back on Earth (in that case he could've gotten different manifestations of his subconsciousness though).