Download Genetic Programming Theory and Practice by Rick Riolo,Bill Worzel PDF

By Rick Riolo,Bill Worzel

Genetic Programming concept and Practice explores the rising interplay among idea and perform within the state of the art, laptop studying approach to Genetic Programming (GP). the cloth contained during this contributed quantity was once built from a workshop on the collage of Michigan's middle for the learn of complicated structures the place a world staff of genetic programming theorists and practitioners met to check how GP conception informs perform and the way GP perform affects GP thought. The contributions disguise the entire spectrum of this courting and are written via top GP theorists from significant universities, in addition to lively practitioners from prime industries and companies. Chapters contain such themes as John Koza's improvement of human-competitive digital circuit designs; David Goldberg's software of "competent GA" technique to GP; Jason Daida's discovery of a brand new set of things underlying the dynamics of GP ranging from utilized study; and Stephen Freeland's essay at the classes of biology for GP and the aptitude effect of GP on evolutionary conception.

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