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Evolutionary algorithms (EAs) have been widely used in evolvable hardware. The very term, evolvable hardware, reflects the importance and omnitude of EAs in this field. However, EAs have primarily been used as an optimisation or search tool, which can explore a large and complex space. While success has been demonstrated by EAs in exploring unconventional designs that are hard to reach by human experts, it is interesting to ask the question whether we have fully used all the potentialities ofdoi:10.1109/eh.2002.1029860 dblp:conf/eh/YaoL02 fatcat:w7dm4jhndngkfc2hezsdkmkwpe