Automated synthesis of resilient and tamper-evident analog circuits without a single point of failure

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@Article{Kim:2009:GPEM,

• author = "Kyung-Joong Kim and Adrian Wong and Hod Lipson",
• title = "Automated synthesis of resilient and tamper-evident analog circuits without a single point of failure",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2010",
• volume = "11",
• number = "1",
• pages = "35--59",
• month = mar,
• keywords = "genetic algorithms, genetic programming, evolvable hardware, Analog circuit, Robustness, Evolutionary strategies, Low-pass filter, Hardware implementation, Tamper-evident circuits, coevolution",
• ISSN = "1389-2576",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.654.7781",
• DOI = "doi:10.1007/s10710-009-9085-2",
• 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.",
• 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