*Disclaimer* I am an electrician not a genealogist.
If we assume evolution is true (which I do) than all humans are one species with a common ancestor. That common ancestor is believed to have arisen on the continent of Africa. As such all humans have genes from those darker haired, tanned skin, brown eyed ancestors.
So even a child born with blue eyes from blue eyed parents carriers brown eyed genes. So in biracial children the math isn't straight forward as 50/50. All humans are ultimately related if we go far enough back and we mix the batch everytime we mate so isolating the odds of which traits should appear and when is tough.