Relative path:
ConnectionString = "Data Source=|DataDirectory|\Database.sdf";
Modifying DataDirectory as executable’s path:
string executable = System.Reflection.Assembly.GetExecutingAssembly().Location;
string path = (System.IO.Path.GetDirectoryName(executable));
AppDomain.CurrentDomain.SetData("DataDirectory", path);