Absolutely. The King or any other piece for that matter may move regardless of the fact that the Queen has been captured as long as the move is a legal move. Although, if your Queen has been captured and you haven't taken the other Queen, your King may not be moving for much longer as it is probably destined for a checkmate.
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You are not allowed to move that piece because it goes against the chess rules in the book i am reading.