@Article{VitorianoBott:2018:UsCrEn,
author = "Vitoriano, R. P. and Botti, Luiz Cl{\'a}udio Lima",
affiliation = "{Universidade Presbiteriana Mackenzie} and {Instituto Nacional de
Pesquisas Espaciais (INPE)}",
title = "Using cross entropy optimization to model active galactic nuclei
light curves from VLBA MOJAVE Images",
journal = "Astrophysical Journal",
year = "2018",
volume = "854",
number = "1",
pages = "e59",
keywords = "galaxies: active – galaxies: jets – galaxies: nuclei – methods:
statistical – radio continuum: galaxies – techniques:
interferometric.",
abstract = "We present in this article a new method to derive the observed
properties of outbursts in relativistic jets. We use the VLBI
MOJAVE maps to obtain the light curves, based on the principle
that the variability of extragalactic sources, in this case 3C 279
and 4C +29.45, should appear in high resolution observations since
1996 until 2016. The use of the cross entropy method (CE) can
accurately determine the ranges of parameters for a sequence of
outbursts based on the shock-wave model, where the decay/rise
timescale ratio has a small spread and the use of a unique index
1.3 generates a good fit modeled by functions of outbursts and by
the model of the three stages. By the CE method, one can
automatically get the start epochs as well as the occurrence of
rise and decline times of the outbursts in the light curves. The
values found are in agreement with the power-law distribution of
energy, which shows that the cooling of electrons is a predominant
process during the initial phase of the shock model evolution. The
results of the decomposition show that the outbursts match the
VLBI components observed in jets in addition to showing strong
evidence of the peaks in the frequencies of 15.3 GHz. With this,
we can model the shock waves with reference to the distance at the
core of AGN to obtain the Doppler factor and the Lorentz factor.",
doi = "10.3847/1538-4357/aaa4f8",
url = "http://dx.doi.org/10.3847/1538-4357/aaa4f8",
issn = "0004-637X and 1538-4357",
label = "self-archiving-INPE-MCTIC-GOV-BR",
language = "en",
urlaccessdate = "27 abr. 2024"
}