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Most chips on a silicon wafer are thrown away after failing quality-control
tests due to fabrication variations. Some of these `fatal' variations can be
seen as extreme cases of the variations between chips which do reach the
market. If it proves to be possible to evolve circuits which tolerate
unusually wide semiconductor variations, then the quality control of the chips
to be used could be relaxed according the attained operational envelope,
resulting in increased yield. This is speculation.
Similarly, some defects which develop during a chip's lifetime may fall within
an evolved circuit's operational envelope, giving some degree of fault
tolerance. [10] showed that some fault tolerance requirements can
be explicitly included into the operational envelope specification as the goal
of evolution.
Adrian Thompson
1998-10-01