Abstract
The two-bit multiplier is a simple electronic circuit,
small enough to be feasible for evolutionary design,
and practically useful as a fundamental building block
used in the synthesis of many digital systems. To
attain understanding of the evolvability of this
digital circuit, we consider its evolutionary design as
a search on a fitness landscape. We study the structure
of two-bit multiplier landscapes in terms of their
ruggedness and neutrality. The motivation behind this
research is to attain better understanding of how these
characteristics are related to the feasibility of
evolving digital circuits
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