Depending on the workflow you are following and which version of the Assembly Options dialog is displayed, the Advanced Assembly Options (or Advanced Options) button will lead to either an un-tabbed dialog or a dialog with multiple tabs. In the latter case, the available tabs will also vary by workflow.
Use the links below to learn about options in each tab, as well as in the sole untabbed version of the Advanced Assembly Options dialog.