Automated Synthesis by Means of Genetic Programming of Complex Structures Incorporating Reuse, Hierarchies, Development, and Parameterized Toplogies

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InCollection{koza:2003:GPTP,

• author = "John R. Koza and Matthew J. Streeter and Martin A. Keane",
• title = "Automated Synthesis by Means of Genetic Programming of Complex Structures Incorporating Reuse, Hierarchies, Development, and Parameterized Toplogies",
• booktitle = "Genetic Programming Theory and Practice",
• publisher = "Kluwer",
• year = "2003",
• editor = "Rick L. Riolo and Bill Worzel",
• chapter = "14",
• pages = "221--237",
• keywords = "genetic algorithms, genetic programming, Hierarchy, reuse, development, parameterized topologies, architecture-altering operations, automatically functions, automatically defined iterations, automatically defined loops, automatically defined recursions, automatically defined stores, circuits, controllers",
• ISBN = "1-4020-7581-2",
• URL = "http://www.genetic-programming.com/jkpdf/gptp2003.pdf",
• URL = "http://www.springer.com/computer/ai/book/978-1-4020-7581-0",
• DOI = "doi:10.1007/978-1-4419-8983-3_14",
• abstract = "Genetic programming can be used as an automated invention machine to synthesise designs for complex structures. In particular, genetic programming has automatically synthesized complex structures that infringe, improve upon, or duplicate the functionality of 21 previously patented inventions (including analog electrical circuits, controllers, and mathematical algorithms). Genetic programming has also generated two patentable new inventions (involving controllers). Genetic programming has also generated numerous additional human-competitive results involving the design of quantum computing circuits as well as other substantial results involving antennae, networks of chemical reactions (metabolic pathways), and genetic networks. We believe that these results are the direct consequence of a group of techniques, many unique to genetic programming, that facilitate the automatic synthesis of complex structures. These techniques include automatic reuse, parameterised reuse, parameterised topologies, and developmental genetic programming. The paper describes these techniques and how they contribute to automated design.",
• notes = "Part of \cite{RioloWorzel:2003}",
• size = "14 pages",

}

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

Citations