Integrating generative growth and evolutionary computation for form exploration

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@Article{OReilly:2007:GPEM,

• author = "Una-May O'Reilly and Martin Hemberg",
• title = "Integrating generative growth and evolutionary computation for form exploration",
• journal = "Genetic Programming and Evolvable Machines",
• year = "2007",
• volume = "8",
• number = "2",
• pages = "163--186",
• month = jun,
• note = "Special issue on developmental systems",
• keywords = "genetic algorithms, genetic programming, Grammatical evolution, Genr8, L-system, BNF, HEMLS",
• ISSN = "1389-2576",
• DOI = "doi:10.1007/s10710-007-9025-y",
• size = "24 pages",
• abstract = "We present an algorithmic growth process that is an extension of Lindenmayer Map L-systems. This growth process relies upon a set of rewrite rules, a map axiom and a geometric interpreter which is integrated with a 3D simulated environment. The outcome of the growth process is a digital surface in 3D space which has grown within and in response to its environment. We have developed a complementary evolutionary algorithm that is able to take over the task of generating the rewrite rules set for a growth process. Using a quantitative multiobjective fitness function that evaluates a variety of surface properties, the integrated system (evolutionary algorithm and growth process) can explore and generate diverse and interesting surfaces with a resemblance of organic form. The algorithms have been implemented to create a design tool for architects called Genr8.",

}

Genetic Programming entries for Una-May O'Reilly Martin Hemberg

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