Linear Genetic Programming

Softcover reprint of hardcover 1st ed. 2007

by Markus F. Brameier , Wolfgang Banzhaf

Book Details

Format Paperback / Softback

Book Series Genetic and Evolutionary Computation

ISBN-10 1441940480

ISBN-13 9781441940483

Edition Softcover reprint of hardcover 1st ed. 2007

Publisher Springer-Verlag New York Inc.

Imprint Springer-Verlag New York Inc.

Country of Manufacture US

Country of Publication GB

Publication Date Nov 29th, 2010

Print length 315 Pages

Product Classification: Mathematical theory of computation Artificial intelligence

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Linear Genetic Programming presents a variant of genetic programming (GP) that evolves imperative computer programs as linear sequences of instructions, in contrast to the more traditional functional expressions or syntax trees.

Linear Genetic Programming presents a variant of Genetic Programming that evolves imperative computer programs as linear sequences of instructions, in contrast to the more traditional functional expressions or syntax trees. Typical GP phenomena, such as non-effective code, neutral variations, and code growth are investigated from the perspective of linear GP. This book serves as a reference for researchers; it includes sufficient introductory material for students and newcomers to the field.

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