{ "_id": "6af807d9535793c85332d19d", "Package": "EMNA", "Type": "Package", "Title": "Estimation of Multivariate Normal Algorithm", "Description": "Implements the Estimation of Multivariate Normal Algorithm\n(EMNA), an Estimation of Distribution Algorithm (EDA) for\ncontinuous optimization problems. The method iteratively\nselects the best individuals from a population, estimates the\nmultivariate normal distribution of these selected individuals,\nand generates new candidate solutions by sampling from the\nestimated distribution. This process allows the probability\nmodel to adapt toward promising regions of the search space.\nThe implementation includes an option to slow down convergence,\nalong with an optional explicit exploration strategy for\npopulation initialization. This explicit exploration strategy\nis described in Salinas-Gutierrez and Muñoz-Zavala (2023)\n.", "Version": "0.1.0", "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=\"Manuel Alonso\", family=\"Segoviano Baltazar\", role = c(\"aut\", \"cph\"),\nemail = \"al350803@edu.uaa.mx\", comment = c(ORCID = \"0009-0007-1494-7472\")),\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=\"Juan Alberto\", family=\"Dávila del Alto\", role = c(\"aut\", \"cph\"),\nemail = \"al281477@edu.uaa.mx\", comment = c(ORCID = \"0009-0007-2798-6251\")),\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=\"Pedro Abraham\", family=\"Montoya Calzada\", role = c(\"aut\", \"cph\"),\ncomment = c(ORCID = \"0009-0002-3497-210X\"))\n)", "License": "GPL-3", "Encoding": "UTF-8", "Config/roxygen2/version": "8.1.1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-11-14 07:00:39 UTC", "User": "root" }, "Author": "Rogelio Salinas Gutiérrez [aut, cre, cph] (ORCID:\n), Manuel Alonso\nSegoviano Baltazar [aut, cph] (ORCID:\n), Jhon Daniel Aguilar\nPayares [aut, cph] (ORCID:\n), Juan Alberto Dávila\ndel Alto [aut, cph] (ORCID:\n), Jonathan Michell\nJauregui Carranza [aut, cph] (ORCID:\n), Hiram Efraim Macias\nRuelas [aut, cph] (ORCID:\n), Byron Axel Morales\nGutiérrez [aut, cph] (ORCID:\n), María Fernanda Nieto\nGuerrero [aut, cph] (ORCID:\n), Pedro Abraham Montoya\nCalzada [aut, cph] (ORCID:\n)", "Maintainer": "Rogelio Salinas Gutiérrez ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-11-13 22:50:15 UTC", "RemoteUrl": "https://github.com/cran/EMNA", "RemoteRef": "HEAD", "RemoteSha": "02f1e7339e49b89b88bbb4b0ccda75835ea84c3d", "_user": "cran", "_type": "src", "_file": "EMNA_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/f510be49eb2cb36541de73a80086f847a9546830462b330b8753df90f8dc60a3", "_filesize": 161532, "_sha256": "f510be49eb2cb36541de73a80086f847a9546830462b330b8753df90f8dc60a3", "_expires": "2027-02-22T07:03:52.000Z", "_created": "2026-11-14T07:00:39.000Z", "_published": "2026-11-14T07:03:53.723Z", 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