Automated synthesis of resilient and tamper-evident analog circuits without a single point of failure
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @Article{Kim:2009:GPEM,
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author = "Kyung-Joong Kim and Adrian Wong and Hod Lipson",
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title = "Automated synthesis of resilient and tamper-evident
analog circuits without a single point of failure",
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journal = "Genetic Programming and Evolvable Machines",
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year = "2010",
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volume = "11",
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number = "1",
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pages = "35--59",
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month = mar,
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keywords = "genetic algorithms, genetic programming, evolvable
hardware, Analog circuit, Robustness, Evolutionary
strategies, Low-pass filter, Hardware implementation,
Tamper-evident circuits, coevolution",
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ISSN = "1389-2576",
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URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.654.7781",
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DOI = "doi:10.1007/s10710-009-9085-2",
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abstract = "This study focuses on the use of genetic programming
to automate the design of robust analog circuits. We
define two complementary types of failure modes:
partial short-circuit and partial disconnect, and
demonstrated novel circuits that are resilient across a
spectrum of fault levels. In particular, we focus on
designs that are uniformly robust, and unlike designs
based on redundancy, do not have any single point of
failure. We also explore the complementary problem of
designing tamper-proof circuits that are highly
sensitive to any change or variation in their operating
conditions. We find that the number of components
remains similar both for robust and standard circuits,
suggesting that the robustness does not necessarily
come at significant increased circuit complexity. A
number of fitness criteria, including surrogate models
and co-evolution were used to accelerate the
evolutionary process. A variety of circuit types were
tested, and the practicality of the generated solutions
was verified by physically constructing the circuits
and testing their physical robustness.",
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notes = "sec 4.5 {"}We tested the validity of the evolved
circuits by building them in reality.{"}. sec 5 {"}no
single point of failure. Surprisingly, this robustness
did not come at a significant increase in circuit
complexity...{"}",
- }
Genetic Programming entries for
Kyung-Joong Kim
Adrian Wong
Hod Lipson
Citations