1,572 research outputs found
Spherically Symmetric Solutions in M\o ller's Tetrad Theory of Gravitation
The general solution of M\o ller's field equations in case of spherical
symmetry is derived. The previously obtained solutions are verified as special
cases of the general solution.Comment: LaTeX2e with AMS-LaTeX 1.2, 8 page
How Noisy Data Affects Geometric Semantic Genetic Programming
Noise is a consequence of acquiring and pre-processing data from the
environment, and shows fluctuations from different sources---e.g., from
sensors, signal processing technology or even human error. As a machine
learning technique, Genetic Programming (GP) is not immune to this problem,
which the field has frequently addressed. Recently, Geometric Semantic Genetic
Programming (GSGP), a semantic-aware branch of GP, has shown robustness and
high generalization capability. Researchers believe these characteristics may
be associated with a lower sensibility to noisy data. However, there is no
systematic study on this matter. This paper performs a deep analysis of the
GSGP performance over the presence of noise. Using 15 synthetic datasets where
noise can be controlled, we added different ratios of noise to the data and
compared the results obtained with those of a canonical GP. The results show
that, as we increase the percentage of noisy instances, the generalization
performance degradation is more pronounced in GSGP than GP. However, in
general, GSGP is more robust to noise than GP in the presence of up to 10% of
noise, and presents no statistical difference for values higher than that in
the test bed.Comment: 8 pages, In proceedings of Genetic and Evolutionary Computation
Conference (GECCO 2017), Berlin, German
Sobre la necesidad de un libro rojo «moderno» para China
Los llamados «libros rojos» se cuentan hoy en dÃa entre las mejores y más ampliamente utilizadas herramientas para la identificación de plantas vasculares sometidas a una situación de riesgo, asà como para la priorización de los esfuerzos que se deben realizar para su conservación. Los libros rojos constituyen un paso más allá de la elaboración de una «lista roja», puesto que contienen información muy valiosa acerca del estado de conservación de una especie determinada (p. ej. su encuadre taxonómico, sus caracterÃsticas biológicas y ecológicas, su área de distribución y sus amenazas actuales y potenciales) aparte de su categorÃa de amenaza de acuerdo con unos criterios estandarizados. Esta información, a su vez, permitirá aplicar aquellas medidas más adecuadas de cara a su preservación y/o recuperación
A system of degree four with an invariant triangle and at least three small amplitude limit cycles
We show the existence of a polynomial system of degree four having three real invariant straight lines forming a triangle with at least three small amplitude limit cycles in the interior. Also, we obtain the necessary and sufficient conditions for the critical point at the interior of the bounded region to be a center
Flora pteridofÃtica de la Marina Alta (Alacant)
A partir de material d'herbari i referències bibliogrà fiques es revisa i actualitza el catà leg de pteridòfits de la comarca de la Marina Alta (Alacant). Asplenium trichomanes L. subsp. inexpectans Lovis constitueix novetat per a la flora del PaÃs Valencià .A partir de material de herbario y de la recopilación de referencias bibliograficas se revisa y actualiza el catálogo de pteridófitos de la Marina Alta (Alicante). Asplenium trichomanes L. subsp. inexpectans Lovis supone novedad para la flora del PaÃs Valenciano.On the basis of herbarium material and bibliographic references, we have made a revision of the catalogue of Pteridophyta from Marina Alta (SE Iberian Peninsula). Asplenium trichomanes L. subsp. inexpectans Lovis is recorded for the first time in the Valencian Communit
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