Swarm Intelligence Models: Ant Colony Systems Applied to BNF Grammars Rule Derivation

Created by W.Langdon from gp-bibliography.bib Revision:1.7954

@Article{Lopez:2020:SIM,

• author = "Luis Fernando de Mingo Lopez and Nuria Gomez Blas and Angel Luis Castellanos Penuela and Juan Bautista Castellanos Penuela",
• title = "Swarm Intelligence Models: Ant Colony Systems Applied to {BNF} Grammars Rule Derivation",
• journal = "International Journal of Foundations of Computer Science (IJFCS)",
• volume = "31",
• number = "1",
• pages = "103--116",
• month = jan,
• year = "2020",
• note = "Special Issue: A Collection of Papers in Honour of the 60th Birthday of Victor Mitrana",
• keywords = "genetic algorithms, genetic programming, grammatical evolution",
• ISSN = "0129-0541",
• bibdate = "Fri Jan 31 07:25:10 MST 2020",
• bibsource = "http://www.math.utah.edu/pub/tex/bib/ijfcs.bib",
• URL = "http://www.worldscientific.com/loi/ijfcs",
• URL = "https://www.worldscientific.com/doi/10.1142/S0129054120400079",
• DOI = "doi:10.1142/S0129054120400079",
• abstract = "Ant Colony Systems have been widely employed in optimisation issues primarily focused on path finding optimisation, such as Traveling Salesman Problem. The main advantage lies in the choice of the edge to be explored, defined using the idea of pheromone. This article proposes the use of Ant Colony Systems to explore a Backus-Naur form grammar whose elements are solutions to a given problem. Similar studies, without using Ant Colonies, have been used to solve optimisation problems, such as Grammatical Swarm (based on Particle Swarm Optimisation) and Grammatical Evolution (based on Genetic Algorithms). Proposed algorithm opens the way to a new branch of research in Swarm Intelligence, which until now has been almost non-existent, using ant colony algorithms to solve problems described by a grammar.",
• acknowledgement = "Nelson H. F. Beebe, University of Utah, Department of Mathematics, 110 LCB, 155 S 1400 E RM 233, Salt Lake City, UT 84112-0090, USA, Tel: +1 801 581 5254, FAX: +1 801 581 4148, e-mail: \path|beebe@math.utah.edu|, \path|beebe@acm.org|, \path|beebe@computer.org| (Internet), URL: \path|http://www.math.utah.edu/~beebe/ |",
• fjournal = "International Journal of Foundations of Computer Science (IJFCS)",
• journal-URL = "http://www.worldscientific.com/loi/ijfcs",

}

Genetic Programming entries for Luis Fernando de Mingo Lopez Nuria Gomez Blas Angel Luis Castellanos Penuela Juan Bautista Castellanos Penuela

Citations