Generation of new power processing structures exploiting genetic programming
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- @InProceedings{Domenech-Asensi:2017:ieeeISIE,
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author = "G. Domenech-Asensi and T. J. Kazmierski",
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booktitle = "2017 IEEE 26th International Symposium on Industrial
Electronics (ISIE)",
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title = "Generation of new power processing structures
exploiting genetic programming",
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year = "2017",
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pages = "729--732",
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abstract = "This paper describes the use of genetic algorithms to
generate power processing circuits. In order to speed
up the algorithm, the fitness of the circuits is
evaluated using an explicit integration method based on
the 4th order Adams-Bashforth formula. Different
combinations of genetic primitives for the crossover
and mutation processes have been tested. The algorithm
is demonstrated by generating new structures of voltage
multipliers, which specifically focus on energy
harvesting systems. These systems require low input
voltages, usually under the diode threshold value. The
Adams-Bashforth method allows to achieve a simulation
time that is about five times faster than that of
SPICE-based simulations.",
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keywords = "genetic algorithms, genetic programming",
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DOI = "doi:10.1109/ISIE.2017.8001336",
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month = jun,
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notes = "Also known as \cite{8001336}",
- }
Genetic Programming entries for
G Domenech-Asensi
T J Kazmierski
Citations