A Cross-Platform Assessment of Energy Consumption in Evolutionary Algorithms Towards Energy-Aware Bioinspired Algorithms
Created by W.Langdon from
gp-bibliography.bib Revision:1.8110
- @InProceedings{Fernandez:2016:PPSN,
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author = "F. {Fernandez de Vega} and F. Chavez and J. Diaz and
J. A. Garcia and P. A. Castillo and Juan J. Merelo and
C. Cotta",
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title = "A Cross-Platform Assessment of Energy Consumption in
Evolutionary Algorithms Towards Energy-Aware
Bioinspired Algorithms",
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booktitle = "14th International Conference on Parallel Problem
Solving from Nature",
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year = "2016",
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editor = "Julia Handl and Emma Hart and Peter R. Lewis and
Manuel Lopez-Ibanez and Gabriela Ochoa and
Ben Paechter",
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volume = "9921",
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series = "LNCS",
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address = "Edinburgh",
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month = "17-21 " # sep,
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming, Green
computing, Energy-aware computing, Performance
measurements, Evolutionary algorithms",
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isbn13 = "978-3-319-45823-6",
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DOI = "doi:10.1007/978-3-319-45823-6_51",
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size = "10 pages",
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abstract = "Energy consumption is a matter of paramount importance
in nowadays environmentally conscious society. It is
also bound to be a crucial issue in light of the
emergent computational environments arising from the
pervasive use of networked hand-held devices and
wearables. Evolutionary algorithms (EAs) are ideally
suited for this kind of environments due to their
intrinsic flexibility and adaptiveness, provided they
operate on viable energy terms. In this work we analyse
the energy requirements of EAs, and particularly one of
their main flavours, genetic programming (GP), on
several computational platforms and study the impact
that parametrisation has on these requirements, paving
the way for a future generation of energy-aware EAs. As
experimentally demonstrated, handheld devices and tiny
computer models mainly used for educational purposes
may be the most energy efficient ones when looking for
solutions by means of EAs.",
-
notes = "PPSN2016",
- }
Genetic Programming entries for
Francisco Fernandez de Vega
Francisco Chavez de la O
Josefa Diaz Alvarez
Jose Antonio Garcia Munoz
Pedro A Castillo Valdivieso
Juan Julian Merelo
Carlos Cotta
Citations