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Linear Genetic Programming (Genetic and Evolutionary Computation)

By: Markus F. Brameier (Author) , Wolfgang Banzhaf (Author)

Extended Catalogue

Ksh 29,650.00

Format: Paperback or Softback

ISBN-10: 1441940480

ISBN-13: 9781441940483

Collection / Series: Genetic and Evolutionary Computation

Collection Type: Publisher collection

Edition statement: 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

Publication Status: Active

Product extent: 315 Pages

Product Classification / Subject(s): 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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