Una Revisión de Técnicas de Optimización Heurística para el Diseño de Trayectorias Interplanetarias en Misiones Espaciales
Heuristic Optimization of Interplanetary Trajectories in Aerospace Missions
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Trajectories in Aerospace Missions" ] ] "textoCompleto" => "<span class="elsevierStyleSections"><span id="sec0005" class="elsevierStyleSection elsevierViewall"><span class="elsevierStyleSectionTitle" id="sect0025">Referencias no citadas</span><p id="par0005" class="elsevierStylePara elsevierViewall"><a class="elsevierStyleCrossRef" href="#bib0005">Alonso and Santos, 2008</a>, <a class="elsevierStyleCrossRef" href="#bib0010">Alonso and Santos, 2010a</a>, <a class="elsevierStyleCrossRef" href="#bib0015">Alonso and Santos, 2010b</a>, <a class="elsevierStyleCrossRef" href="#bib0020">Alonso and Santos, 2010c</a>, <a class="elsevierStyleCrossRef" href="#bib0025">Alonso-Zotes and Santos-Peñas, 2010d</a>, <a class="elsevierStyleCrossRef" href="#bib0030">Alonso Zotes and Santos Peñas, 2012</a>, <a class="elsevierStyleCrossRef" href="#bib0035">Armellin et al., 2012</a>, <a class="elsevierStyleCrossRef" href="#bib0040">Bate et al., 1971</a>, <a class="elsevierStyleCrossRef" href="#bib0045">Campagnola et al., 2014</a>, <a class="elsevierStyleCrossRef" href="#bib0050">Choueiri, 2009</a>, <a class="elsevierStyleCrossRef" href="#bib0055">Dachwald, 2005</a>, <a class="elsevierStyleCrossRef" href="#bib0060">Das and Suganthan, 2011</a>, <a class="elsevierStyleCrossRef" href="#bib0065">Deb, 2014</a>, <a class="elsevierStyleCrossRef" href="#bib0070">Eberhart and Shi, 1998</a>, <a class="elsevierStyleCrossRef" href="#bib0075">ESA, 2014</a>, <a class="elsevierStyleCrossRef" href="#bib0080">ESA, 2016</a>, <a class="elsevierStyleCrossRef" href="#bib0085">Fonseca and Fleming, 1998</a>, <a class="elsevierStyleCrossRef" href="#bib0090">Goldberg, 1989</a>, <a class="elsevierStyleCrossRef" href="#bib0095">Hill and Peterson, 1992</a>, <a class="elsevierStyleCrossRef" href="#bib0100">Hu and Eberhart, 2002</a>, <a class="elsevierStyleCrossRef" href="#bib0105">Izzo, 2006</a>, <a class="elsevierStyleCrossRef" href="#bib0110">Izzo et al., 2007</a>, <a class="elsevierStyleCrossRef" href="#bib0115">Izzo et al., 2013</a>, <a class="elsevierStyleCrossRef" href="#bib0120">Izzo, 2010</a>, <a class="elsevierStyleCrossRef" href="#bib0125">JAXA, 2016</a>, <a class="elsevierStyleCrossRef" href="#bib0130">Johnson et al., 2010</a>, <a class="elsevierStyleCrossRef" href="#bib0135">Kennedy and Eberhart, 2001</a>, <a class="elsevierStyleCrossRef" href="#bib0140">Kloster et al., 2011</a>, <a class="elsevierStyleCrossRef" href="#bib0145">Li, 2004</a>, <a class="elsevierStyleCrossRef" href="#bib0150">Lynam, 2014a</a>, <a class="elsevierStyleCrossRef" href="#bib0155">Lynam, 2014b</a>, <a class="elsevierStyleCrossRef" href="#bib0160">Lynam, 2015</a>, <a class="elsevierStyleCrossRef" href="#bib0165">Macdonald, 2014</a>, <a class="elsevierStyleCrossRef" href="#bib0170">Marín Martín et al., 1992</a>, <a class="elsevierStyleCrossRef" href="#bib0175">Makino, 1998</a>, <a class="elsevierStyleCrossRef" href="#bib0180">McConaghy et al., 2003</a>, <a 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class="elsevierStyleCrossRef" href="#bib0250">Vinko and Izzo, 2008</a>, <a class="elsevierStyleCrossRef" href="#bib0255">Wang et al., 2013</a>, <a class="elsevierStyleCrossRef" href="#bib0260">Wallace et al., 2011</a>, <a class="elsevierStyleCrossRef" href="#bib0265">Whitley et al., 1994</a>, <a class="elsevierStyleCrossRef" href="#bib0270">Zhu et al., 2012</a> and <a class="elsevierStyleCrossRef" href="#bib0275">Zitzler et al., 2000</a>.</p></span></span>" "textoCompletoSecciones" => array:1 [ "secciones" => array:6 [ 0 => array:3 [ "identificador" => "xres785912" "titulo" => "Resumen" "secciones" => array:1 [ 0 => array:1 [ "identificador" => "abst0005" ] ] ] 1 => array:2 [ "identificador" => "xpalclavsec784624" "titulo" => "Palabras clave" ] 2 => array:3 [ "identificador" => "xres785913" "titulo" => "Abstract" "secciones" => array:1 [ 0 => array:1 [ "identificador" => "abst0010" ] ] ] 3 => array:2 [ "identificador" => "xpalclavsec784623" "titulo" => "Keywords" ] 4 => array:2 [ "identificador" => "sec0005" "titulo" => "Referencias no citadas" ] 5 => array:1 [ "titulo" => "Referencias" ] ] ] "pdfFichero" => "main.pdf" "tienePdf" => true "PalabrasClave" => array:2 [ "es" => array:1 [ 0 => array:4 [ "clase" => "keyword" "titulo" => "Palabras clave" "identificador" => "xpalclavsec784624" "palabras" => array:7 [ 0 => "Optimización heurística" 1 => "trayectorias interplanetarias" 2 => "asistencias gravitacionales" 3 => "aplicaciones aeroespaciales" 4 => "GA" 5 => "PSO" 6 => "MOPSO" ] ] ] "en" => array:1 [ 0 => array:4 [ "clase" => "keyword" "titulo" => "Keywords" "identificador" => "xpalclavsec784623" "palabras" => array:8 [ 0 => "Heuristic optimization" 1 => "interplanetary trajectories" 2 => "gravity assistance" 3 => "fly-by" 4 => "aerospace mission" 5 => "GA" 6 => "PSO" 7 => "MOPSO" ] ] ] ] "tieneResumen" => true "resumen" => array:2 [ "es" => array:2 [ "titulo" => "Resumen" "resumen" => "<span id="abst0005" class="elsevierStyleSection elsevierViewall"><p id="spar0005" class="elsevierStyleSimplePara elsevierViewall">En este trabajo se presenta la optimización heurística como una metodología que permite automatizar el diseño de las rutas interplanetarias con asistencias gravitacionales para conseguir una mayor rentabilidad, en términos científicos, de las exploraciones espaciales. Se trata de un problema de optimización multiobjetivo donde se busca un compromiso entre la minimización de la masa destinada a combustible y la maximización de la carga útil y científica de la misión aeroespacial. Las técnicas de optimización evolutiva han sido aplicadas con éxito a estos problemas de diseño de trayectorias complejas. Se incluye una revisión de algunas de las principales técnicas de optimización heurística que se han utilizado en el ámbito aeroespacial: GA (<span class="elsevierStyleItalic">Genetic Algorithms</span>), PSO (<span class="elsevierStyleItalic">Particle Swarm Optimization</span>) y MOPSO (<span class="elsevierStyleItalic">Multiobjective particle swarm optimization</span>), en concreto para el diseño de misiones de exploración interplanetaria con asistencias gravitacionales, realizadas por numerosos autores. Finalmente se presenta a modo de ejemplo una aplicación concreta de optimización multiobjetivo mediante MOPSO para determinar una trayectoria interplanetaria desde la Tierra con asistencias al cinturón de Kuiper.</p></span>" ] "en" => array:2 [ "titulo" => "Abstract" "resumen" => "<span id="abst0010" class="elsevierStyleSection elsevierViewall"><p id="spar0010" class="elsevierStyleSimplePara elsevierViewall">In this paper, heuristic optimization of interplanetary trajectories is presented. These techniques have been applied over the last two decades to the successful design of space missions in order to increase the scientific results. The multi-objective optimization problem has been solved finding a trade-off between minimizing the fuel and maximizing the useful payload of the scientific mission. A review of the literature related to the application of some evolutive strategies such as Genetic Algorithms and Differential Evolution, and Particle Swarm Optimization methods, to aerospace applications is included, in particular for the design of interplanetary exploration missions with gravity assistances. A detailed example is included to show the application of multiobjetive optimization (MOPSO) to determine the interplanetary trajectory from the Earth to the Kuiper Belt with flybys in Mars, Jupiter and Saturn.</p></span>" ] ] "bibliografia" => array:2 [ "titulo" => "Referencias" "seccion" => array:1 [ 0 => array:2 [ "identificador" => "bibs0005" "bibliografiaReferencia" => array:55 [ 0 => array:3 [ "identificador" => "bib0005" "etiqueta" => "Alonso and Santos, 2008" "referencia" => array:1 [ 0 => array:2 [ "contribucion" => array:1 [ 0 => array:2 [ "titulo" => "GA Optimization of the height of a low earth orbit" "autores" => array:1 [ 0 => array:2 [ "etal" => false "autores" => array:2 [ 0 => "F. Alonso" 1 => "M. 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| año/Mes | Html | Total | |
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| 2024 Octubre | 9 | 3 | 12 |
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| 2024 Agosto | 12 | 2 | 14 |
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| 2023 Diciembre | 27 | 10 | 37 |
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| 2023 Octubre | 29 | 11 | 40 |
| 2023 Septiembre | 14 | 17 | 31 |
| 2023 Agosto | 18 | 11 | 29 |
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| 2023 Enero | 10 | 3 | 13 |
| 2022 Diciembre | 20 | 15 | 35 |
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| 2022 Septiembre | 13 | 24 | 37 |
| 2022 Agosto | 13 | 32 | 45 |
| 2022 Julio | 8 | 10 | 18 |
| 2022 Junio | 7 | 29 | 36 |
| 2022 Mayo | 11 | 25 | 36 |
| 2022 Abril | 15 | 24 | 39 |
| 2022 Marzo | 12 | 13 | 25 |
| 2022 Febrero | 11 | 14 | 25 |
| 2022 Enero | 12 | 10 | 22 |
| 2021 Diciembre | 7 | 16 | 23 |
| 2021 Noviembre | 14 | 21 | 35 |
| 2021 Octubre | 15 | 22 | 37 |
| 2021 Septiembre | 6 | 21 | 27 |
| 2021 Agosto | 12 | 13 | 25 |
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