Ruby Tuesday Inc. said Chairman and Chief Executive Sandy Beall plans to step down and that a committee has been formed to identify a successor.

The casual-dining chain said the committee plans to retain an executive-search firm and begin a search process immediately. Mr. Beall will stay on with the company until a successor is named.

"After...