For that keep your Selected View in ViewState or Session and On page Load set the Selected View based on Session value.
ViewState["ViewId"] = this.MultiView1.ActiveViewIndex;
and on page load set the active View
if (ViewState["ViewId"] != null)
{
this.MultiView1.ActiveViewIndex = Convert.ToInt32(ViewState["ViewId"]);
}