Aspects of Digital Evolution: Evolvability and Architecture

  title={Aspects of Digital Evolution: Evolvability and Architecture},
  author={Julian Francis Miller and Peter Thomson},
This paper describes experiments to determine how the architecture vis-a-vis routing and functional resources affect the ease with which combinational logic designs may be evolved on a field-programmable gate array (FPGA). We compare two chromosome representations with differing levels of connectivity, and show that the amount of routing and functional resource have a marked effect on the success of the evolutionary process. 
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