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Genetic programming

Most popular at the top

  • Genetic Programming IVby John R. Koza; Martin A. Keane; Matthew J. Streeter

    Springer-Verlag New York Inc 2005; US$ 125.00

    Presents the application of Genetic Programming (GP) to a variety of problems involving automated synthesis of controllers, circuits, antennas, genetic networks, and metabolic pathways. This book describes fifteen instances where GP has created an entity that either infringes the functionality of a previously patented 20th-century invention. more...

  • Genetic Programming Theory and Practice IIIby Tina Yu; Rick Riolo; Bill Worzel

    Springer US 2006; US$ 199.00

    Genetic Programming Theory and Practice III provides both researchers and industry professionals with the most recent developments in GP theory and practice by exploring the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a third workshop at... more...

  • Introduction to Genetic Algorithmsby S.N. Sivanandam; S. N. Deepa

    Springer Berlin Heidelberg 2007; US$ 109.00

    Theoriginofevolutionaryalgorithmswasanattempttomimicsomeoftheprocesses taking place in natural evolution. Although the details of biological evolution are not completely understood (even nowadays), there exist some points supported by strong experimental evidence: ? Evolution is a process operating over chromosomes rather than over organisms. The former... more...

  • Genetic Programming Theory and Practice IVby

    Springer US 2007; US$ 179.00

    Genetic Programming Theory and Practice IV was developed from the fourth workshop at the University of Michigan?s Center for the Study of Complex Systems to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP). Contributions from the foremost international researchers and practitioners... more...

  • Genetic Programming Theory and Practice VIIby Rick Riolo; Una-May O'Reilly; Trent McConaghy

    Springer US 2009; US$ 169.00

    Genetic Programming Theory and Practice VII presents the results of the annual Genetic Programming Theory and Practice Workshop, contributed by the foremost international researchers and practitioners in the GP arena. Contributions examine the similarities and differences between theoretical and empirical results on real-world problems, and explore... more...

  • Acquisition of Software Engineering Knowledge - Sweepby George S. Cowan; Robert G. Reynolds

    World Scientific Publishing Company 2003; US$ 214.00

    This is the first book that attempts to provide a framework in which to embed an automatic programming system based on evolutionary learning (genetic programming) into a traditional software engineering environment. As such, it looks at how traditional software engineering knowledge can be integrated with an evolutionary programming process in a symbiotic... more...

  • Genetic Programming Theory and Practice Xby Marylyn Ritchie

    Springer New York 2013; US$ 109.00

    These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: evolutionary constraints, relaxation of selection... more...

  • Applied Genetic Programming and Machine Learningby Hitoshi Iba; Yoshihiko Hasegawa; Topon Kumar Paul

    CRC Press 2009; US$ 99.95

    Introduction Genetic Programming Introduction to Genetic Programming LGPC System Numerical Approach to Genetic Programming Introduction Background Numerical Problems with STROGANOFF Classification Problems Solved by STROGANOFF Temporal Problems Solved by STROGANOFF Financial Applications by STROGANOFF Inductive Genetic Programming Discussion... more...

  • Genetic Programming Theory and Practice IIby Una-May O'Reilly; Tina Yu; Rick Riolo; Bill Worzel

    Springer US 2006; US$ 199.00

    The work described in this book was first presented at the Second Workshop on Genetic Programming, Theory and Practice, organized by the Center for the Study of Complex Systems at the University of Michigan, Ann Arbor, 13-15 May 2004. The goal of this workshop series is to promote the exchange of research results and ideas between those who focus on... more...

  • Representations for Genetic and Evolutionary Algorithmsby Franz Rothlauf

    Springer Berlin Heidelberg 2006; US$ 209.00

    In the field of genetic and evolutionary algorithms (GEAs), a large amount of theory and empirical study has been focused on operators and test problems, while problem representation has often been taken as given. This book breaks with this tradition and provides a comprehensive overview on the influence of problem representations on GEA performance.... more...