Generative art with swarm landscapes

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dc.contributor.authorFachada, Nuno
dc.contributor.authorFernandes, Carlos M.
dc.contributor.authorRosa, Agostinho C.
dc.contributor.authorAndrade, Diogo Nuno Dias Mesquita Gomes de
dc.contributor.institutionHEI-LAB - Human Environment Interaction Lab
dc.contributor.institutionECATI - School of Communication, Architecture, Arts and Information Technologies
dc.date.accessioned2025-01-21T00:02:40Z
dc.date.available2025-01-21T00:02:40Z
dc.date.issued2020
dc.descriptionEntropy 2020
dc.description.abstractWe present a generative swarm art project that creates 3D animations by running a Particle Swarm Optimization algorithm over synthetic landscapes produced by an objective function. Different kinds of functions are explored, including mathematical expressions, Perlin noise-based terrain, and several image-based procedures. A method for displaying the particle swarm exploring the search space in aesthetically pleasing ways is described. Several experiments are detailed and analyzed and a number of interesting visual artifacts are highlighted.pt
dc.description.abstractWe present a generative swarm art project that creates 3D animations by running a Particle Swarm Optimization algorithm over synthetic landscapes produced by an objective function. Different kinds of functions are explored, including mathematical expressions, Perlin noise-based terrain, and several image-based procedures. A method for displaying the particle swarm exploring the search space in aesthetically pleasing ways is described. Several experiments are detailed and analyzed and a number of interesting visual artifacts are highlighted.en
dc.description.sponsorshipFunding text 1 Funding: This research was funded by Fundação para a Ciência e Tecnologia projects UIDB/05380/2020 (HEI-Lab) and UIDB/50009/2020 (LARSyS). Funding text 2 This research was funded by Fundação para a Ciência e Tecnologia projects UIDB/05380/2020 (HEI-Lab) and UIDB/50009/2020 (LARSyS).
dc.identifier.citationFachada, N, Fernandes, C M, Rosa, A C & Andrade, D N D M G D 2020, 'Generative art with swarm landscapes', Entropy 2020, vol. 22, no. 11, pp. 1 - 16. https://doi.org/10.3390/e22111284
dc.identifier.doihttps://doi.org/10.3390/e22111284
dc.identifier.issn1099-4300
dc.identifier.urihttp://hdl.handle.net/10437/15016
dc.identifier.urlhttps://www.scopus.com/pages/publications/85096050927
dc.language.isoeng
dc.peerreviewedyes
dc.publisherMultidisciplinary Digital Publishing Institute (MDPI)
dc.relation.ispartofEntropy 2020
dc.rightsopenAccess
dc.subjectINFORMÁTICA
dc.subjectINTELIGÊNCIA ARTIFICIAL
dc.subjectOTIMIZAÇÃO POR ENXAME DE PARTÍCULAS
dc.subjectOTIMIZAÇÃO
dc.subjectMETA-HEURÍSTICA
dc.subjectESTÉTICA COMPUTACIONAL
dc.subjectCOMPUTER SCIENCE
dc.subjectARTIFICIAL INTELLIGENCE
dc.subjectPARTICLE SWARM OPTIMIZATION
dc.subjectOPTIMIZATION
dc.subjectMETAHEURISTICS
dc.subjectCOMPUTATIONAL AESTHETICS
dc.subjectSWARM ART
dc.subjectPROCEDURAL CONTENT GENERATION
dc.subjectAESTHETICS MODEL
dc.subjectFUNCTION LANDSCAPES
dc.titleGenerative art with swarm landscapesen
dc.typearticle

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