When doing hardware evolution on FPGAs was the new hotness one of the early things people learned was that they needed to move the evolved agents around within

When doing hardware evolution on FPGAs was the new hotness one of the early things people learned was that they needed to move the evolved agents around within 'territories' and even to different boards because they would learn to exploit the underlying physics and electrical characteristics of the semiconductors in the FPGA boards.