Automated synthesis by means of genetic programming of human-competitive designs employing reuse, hierarchies, modularities, development, and parameterized topologies

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

@InProceedings{koza:2003:aaaiS,

• author = "John R. Koza and Matthew J. Streeter and Martin A. Keane",
• title = "Automated synthesis by means of genetic programming of human-competitive designs employing reuse, hierarchies, modularities, development, and parameterized topologies",
• booktitle = "Computational Synthesis: From Basic Building Blocks to High Level Functionality: Papers from the 2003 AAAI Spring Symposium",
• publisher = "AAAI Press",
• year = "2003",
• editor = "Hod Lipson and Erik K. Antonsson and John R. Koza",
• series = "AAAI technical report SS-03-02",
• pages = "138--145",
• address = "Stanford, California, USA",
• email = "john@johnkoza.com",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "1-57735-179-7",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.528.6135",
• URL = "http://www.genetic-programming.com/jkpdf/aaai2003spring.pdf",
• URL = "http://www.aaai.org/Library/Symposia/Spring/2003/ss03-02-019.php",
• broken = "http://www.aaai.org/Press/Reports/Symposia/Spring/ss-03-02.html",
• size = "8 pages",
• abstract = "Genetic programming can be used as an automated invention machine to create designs. Genetic programming has automatically created designs that infringe, improve upon, or duplicate the functionality (in a novel way) of 16 previously patented inventions involving circuits, controllers, and mathematical algorithms. Genetic programming has also generated two patentable new inventions for which patent applications have been filed. Genetic programming has also generated numerous other human-competitive results, including the design of quantum computing circuits that are superior to those designed by human designers. Genetic programming has also designed antennae, networks of chemical reactions (metabolic pathways), and genetic networks. Genetic programming can automatically create hierarchies, automatically identify and reuse modularities, automatically determine program architecture, and automatically create parameterised topologies. When genetic programming is used to design complex structures, it is often advantageous to use a developmental process that enables syntactic validity and locality to be preserved under crossover.",

}

Genetic Programming entries for John Koza Matthew J Streeter Martin A Keane

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