# ------------------------------------------------ # CITATION.cff file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # ------------------------------------------------ cff-version: 1.2.0 message: 'To cite package "EMNA" in publications use:' type: software license: GPL-3.0-only title: 'EMNA: Estimation of Multivariate Normal Algorithm' version: 0.1.0 doi: 10.32614/CRAN.package.EMNA abstract: Implements the Estimation of Multivariate Normal Algorithm (EMNA), an Estimation of Distribution Algorithm (EDA) for continuous optimization problems. The method iteratively selects the best individuals from a population, estimates the multivariate normal distribution of these selected individuals, and generates new candidate solutions by sampling from the estimated distribution. This process allows the probability model to adapt toward promising regions of the search space. The implementation includes an option to slow down convergence, along with an optional explicit exploration strategy for population initialization. This explicit exploration strategy is described in Salinas-Gutierrez and Muñoz-Zavala (2023) . authors: - family-names: Salinas Gutiérrez given-names: Rogelio email: rogelio.salinas@edu.uaa.mx orcid: https://orcid.org/0000-0002-1669-4460 - family-names: Segoviano Baltazar given-names: Manuel Alonso email: al350803@edu.uaa.mx orcid: https://orcid.org/0009-0007-1494-7472 - family-names: Aguilar Payares given-names: Jhon Daniel email: al604586@edu.uaa.mx orcid: https://orcid.org/0009-0009-6509-4486 - family-names: Alto given-names: Juan Alberto name-particle: Dávila del email: al281477@edu.uaa.mx orcid: https://orcid.org/0009-0007-2798-6251 - family-names: Jauregui Carranza given-names: Jonathan Michell email: al226846@edu.uaa.mx orcid: https://orcid.org/0009-0005-2688-8065 - family-names: Macias Ruelas given-names: Hiram Efraim email: al315982@edu.uaa.mx orcid: https://orcid.org/0009-0009-3847-159X - family-names: Morales Gutiérrez given-names: Byron Axel email: al347107@edu.uaa.mx orcid: https://orcid.org/0009-0006-3446-3830 - family-names: Nieto Guerrero given-names: María Fernanda email: al243497@edu.uaa.mx orcid: https://orcid.org/0009-0000-1738-1733 - family-names: Montoya Calzada given-names: Pedro Abraham orcid: https://orcid.org/0009-0002-3497-210X repository: https://cran.r-universe.dev commit: 02f1e7339e49b89b88bbb4b0ccda75835ea84c3d date-released: '2026-11-13' contact: - family-names: Salinas Gutiérrez given-names: Rogelio email: rogelio.salinas@edu.uaa.mx orcid: https://orcid.org/0000-0002-1669-4460