All You Need Is Sex for Diversity

Created by W.Langdon from gp-bibliography.bib Revision:1.8335

@InProceedings{Maria-Simoes:2023:EuroGP,

• author = "Jose Maria Simoes and Nuno Lourenco and Penousal Machado",
• title = "All You Need Is Sex for Diversity",
• booktitle = "EuroGP 2023: Proceedings of the 26th European Conference on Genetic Programming",
• year = "2023",
• month = "12-14 " # apr,
• editor = "Gisele Pappa and Mario Giacobini and Zdenek Vasicek",
• series = "LNCS",
• volume = "13986",
• publisher = "Springer Verlag",
• address = "Brno, Czech Republic",
• pages = "276--291",
• organisation = "EvoStar, Species",
• keywords = "genetic algorithms, genetic programming, Diversity, Sexual Selection, Mate Choice, Mating Preferences: Poster",
• isbn13 = "978-3-031-29572-0",
• URL = "https://rdcu.be/c8U1x",
• DOI = "doi:10.1007/978-3-031-29573-7_18",
• size = "16 pages",
• abstract = "Maintaining genetic diversity as a means to avoid premature convergence is critical in Genetic Programming. Several approaches have been proposed to achieve this, with some focusing on the mating phase from coupling dissimilar solutions to some form of self-adaptive selection mechanism. In nature, genetic diversity can be the consequence of many different factors, but when considering reproduction Sexual Selection can have an impact on promoting variety within a species. Specifically, Mate Choice often results in different selective pressures between sexes, which in turn may trigger evolutionary differences among them. Although some mechanisms of Sexual Selection have been applied to Genetic Programming in the past, the literature is scarce when it comes to mate choice. Recently, a way of modelling mating preferences by ideal mate representations was proposed, achieving good results when compared to a standard approach. These mating preferences evolve freely in a self-adaptive fashion,",
• notes = "Part of \cite{Pappa:2023:GP} EuroGP'2023 held in conjunction with EvoCOP2023, EvoMusArt2023 and EvoApplications2023",

}

Genetic Programming entries for Jose Maria da Costa Simoes Nuno Lourenco Penousal Machado

Citations