Evolutionary Design of Digital Circuits: Where Are Current Limits?

http://www.fit.vutbr.cz/~sekanina/publ/ahs06/ahs06-limits.pdf

What is the largest multiplier that we are able to evolve using computing resources available nowadays? Is any innovation visible in the evolved circuits in comparison with the conventional de- signs? Typically, the search space we have to deal with is very large, rugged and so difficult to search. Researchers have proposed new problem representations, operators and fitness functions to make the evolution more efficient.

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