Meaning?

Hi, Would you please tell me what is the meaning of "had taken turns moving out" and" throw in the towel." in the following text:

According to another Pike, the marriage to Roxie had been any thing but stable. They had taken turns moving out.When their son left home they would probably throw in the towel.

The text is from the book The Judge's list by grisham.

Thanks