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Genetic programming

Most popular at the top

  • Genetic Programming Theory and Practice IIby U. M O'Reilly; T Yu; R Riolo; B Worzel

    Springer 2006; US$ 199.00

    This volume explores the emerging interaction between theory and practice in the cutting-edge, machine learning method of Genetic Programming (GP). The contributions developed from a second workshop at the University of Michigan's Center for the Study of Complex Systems where leading international genetic programming theorists from major universities... more...

  • 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-Verlag New York Inc 2006; US$ 199.00

    Provides researchers and industry professionals with the developments in Genetic Programming theory and practice. This book includes contributions by GP theorists that examine how GP theory informs practice and how GP practice impacts GP theory. Applications include chemical process control, informatics, and circuit design. more...

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

    Springer 2007; US$ 109.00

    Designed to provide knowledge on the basic operational features and characteristics of Genetic Algorithms. This book also explores the different types of Genetic Algorithms available along with their importance. It contains basic concepts, several applications of Genetic Algorithms and solved Genetic Problems using MATLAB software and C/C++. more...

  • Genetic Programming Theory and Practice, 4by Rick Riolo; Terence Soule; Bill Worzel

    Springer 2007; US$ 179.00

    Deals with ideas and information related to the field of Genetic Programming. This book examines the similarities and differences between theoretical and empirical results on real-world problems. It explores the synergy between theory and practice, and produces a comprehensive view of the Genetic Programming application. more...

  • Genetic Programming Theory and Practice IXby Rick Riolo; Ekaterina Vladislavleva; Jason H. Moore

    Springer 2011; US$ 119.00

    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 include: modularity and scalability; evolvability; human-competitive results;... more...

  • Representations for Genetic and Evolutionary Algorithmsby Franz Rothlauf

    Springer-Verlag Berlin and Heidelberg GmbH & Co. KG 2006; US$ 209.00

    Provides an overview on the influence of problem representations on genetic and evolutionary algorithm (GEA) performance. This book summarizes knowledge regarding problem representations and describes how basic properties of representations, such as redundancy, scaling, or locality, influence the performance of GEAs and other optimization methods. more...

  • Genetic Programming Theory and Practice, 5by Rick Riolo; Terence Soule; Bill Worzel

    Springer 2007; US$ 169.00

    Genetic Programming Theory and Practice V was developed from the fifth workshop at the University of Michigan's Center for the Study of Complex Systems. It aims to facilitate the exchange of ideas and information related to the rapidly advancing field of Genetic Programming (GP). This volume is a unique and indispensable tool for academics, researchers... more...

  • Genetic Programming Theory and Practice VIby Rick Riolo; Terence Soule; Bill Worzel

    Springer 2008; US$ 169.00

    Explores the synergy between theory and practice, producing a comprehensive view of the research in GP application. This work addresses several interdependent themes, including: sustaining the long-term evolvability of our GP systems; exploiting discovered subsolutions for reuse; and, increasing the role of a Domain Expert. more...

  • Genetic Programming Theory and Practice VIIby Rick Riolo

    Springer 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...