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Abstract: An evolutionary algorithm is used as an engine for discovering new designs of digital circuits, particularly arithmetic functions. These designs are often radically different from those produced by top-down, human, rule-based approaches. It is argued that by studying evolved designs of gradually increasing scale, one might be able to discern new, efficient, and generalisable principles of design. The ripplecarry adder principle is one such principle that can be inferred from evolved... (Update)
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BibTeX entry: (Update)
Miller, J.F., Job, D., Vassilev, V.K.: Principles in the evolutionary design of digital circuits. Journal of Genetic Programming and Evolvable Machines 1 (2000). http://citeseer.ist.psu.edu/miller00principles.html More
@article{ miller00principles,
author = "Julian F. Miller and Dominic Job and Vesselin K. Vassilev",
title = "Principles in the Evolutionary Design of Digital Circuits - Part {II}",
journal = "Genetic Programming and Evolvable Machines",
volume = "1",
number = "3",
pages = "259-288",
year = "2000",
url = "citeseer.ist.psu.edu/miller00principles.html" }
Citations (may not include all citations):316 Efficient implementation of a bdd package (context) - Brace, Rudell et al. - 1990
126 Binary decision diagrams (context) - Akers - 1978
16 Theory of Evolutionary Algorithms and Application to System .. (context) - Blickle - 1997
14 and Booker (context) - Belew - 1998
9 A survey of evolutionary strategies (context) - Back, Hoffmeister et al. - 1991
6 Speculation on the Evolution of Intelligence and its Possibl.. (context) - Atmar - 1976
The graph only includes citing articles where the year of publication is known.
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Scalability Problems of Digital Circuit Evolution -.. - Vassilev, Miller (2000) (Correct)
Co-Evolving Demes of Non-uniform Cellular Automata for.. - Vassilev, Miller.. (1999) (Correct)
Digital Circuit Evolution: The Ruggedness and Neutrality .. - Vassilev, Miller.. (1999) (Correct)
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