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  "Title": "Univariate Marginal Distribution Algorithm",
  "Description": "Implements the Univariate Marginal Distribution Algorithm\n(UMDA), an Estimation of Distribution Algorithm (EDA) for\ncontinuous optimization problems. The method iteratively\nselects the best individuals from a population, estimates an\nindependent marginal probability distribution for each decision\nvariable, and generates new candidate solutions by sampling\nfrom the estimated distributions. This process allows the\nprobability model to adapt toward promising regions of the\nsearch space. The implementation supports normal, triangular,\nhistogram-based, and uniform probability distributions,\ntogether with an optional explicit exploration strategy for the\ninitialization of the population. The implemented explicit\nexploration strategy in this package is described in Salinas\nGutierrez and Muñoz Zavala (2023)\n<doi:10.1016/j.asoc.2023.110230>.",
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  "Authors@R": "c(person(given=\"Rogelio\", family=\"Salinas Gutiérrez\", role = c(\"aut\", \"cre\", \"cph\"),\nemail = \"rogelio.salinas@edu.uaa.mx\", comment = c(ORCID = \"0000-0002-1669-4460\")),\nperson(given=\"Juan Alberto\", family=\"Dávila del Alto\", role = c(\"aut\", \"cph\"),\nemail = \"al281477@edu.uaa.mx\", comment = c(ORCID = \"0009-0007-2798-6251\")),\nperson(given=\"Jhon Daniel\", family=\"Aguilar Payares\", role = c(\"aut\", \"cph\"),\nemail = \"al604586@edu.uaa.mx\", comment = c(ORCID = \"0009-0009-6509-4486\")),\nperson(given=\"Jonathan Michell\", family=\"Jauregui Carranza\", role = c(\"aut\", \"cph\"),\nemail = \"al226846@edu.uaa.mx\", comment = c(ORCID = \"0009-0005-2688-8065\")),\nperson(given=\"Hiram Efraim\", family=\"Macias Ruelas\", role = c(\"aut\", \"cph\"),\nemail = \"al315982@edu.uaa.mx\", comment = c(ORCID = \"0009-0009-3847-159X\")),\nperson(given=\"Byron Axel\", family=\"Morales Gutiérrez\", role = c(\"aut\", \"cph\"),\nemail = \"al347107@edu.uaa.mx\", comment = c(ORCID = \"0009-0006-3446-3830\")),\nperson(given=\"María Fernanda\", family=\"Nieto Guerrero\", role = c(\"aut\", \"cph\"),\nemail = \"al243497@edu.uaa.mx\", comment = c(ORCID = \"0009-0000-1738-1733\")),\nperson(given=\"Manuel Alonso\", family=\"Segoviano Baltazar\", role = c(\"aut\", \"cph\"),\nemail = \"al350803@edu.uaa.mx\", comment = c(ORCID = \"0009-0007-1494-7472\")),\nperson(given=\"Pedro Abraham\", family=\"Montoya Calzada\", role = c(\"aut\", \"cph\"),\ncomment = c(ORCID = \"0009-0002-3497-210X\"))\n)",
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  "Author": "Rogelio Salinas Gutiérrez [aut, cre, cph] (ORCID:\n<https://orcid.org/0000-0002-1669-4460>), Juan Alberto Dávila\ndel Alto [aut, cph] (ORCID:\n<https://orcid.org/0009-0007-2798-6251>), Jhon Daniel Aguilar\nPayares [aut, cph] (ORCID:\n<https://orcid.org/0009-0009-6509-4486>), Jonathan Michell\nJauregui Carranza [aut, cph] (ORCID:\n<https://orcid.org/0009-0005-2688-8065>), Hiram Efraim Macias\nRuelas [aut, cph] (ORCID:\n<https://orcid.org/0009-0009-3847-159X>), Byron Axel Morales\nGutiérrez [aut, cph] (ORCID:\n<https://orcid.org/0009-0006-3446-3830>), María Fernanda Nieto\nGuerrero [aut, cph] (ORCID:\n<https://orcid.org/0009-0000-1738-1733>), Manuel Alonso\nSegoviano Baltazar [aut, cph] (ORCID:\n<https://orcid.org/0009-0007-1494-7472>), Pedro Abraham Montoya\nCalzada [aut, cph] (ORCID:\n<https://orcid.org/0009-0002-3497-210X>)",
  "Maintainer": "Rogelio Salinas Gutiérrez <rogelio.salinas@edu.uaa.mx>",
  "Repository": "https://cran.r-universe.dev",
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