Riccardo Poli, William B. Langdon and Nicholas F. McPhee, with contributions by John R. Koza.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
[S.I.] :
Name of Publisher, Distributor, etc.
[Lulu Press], lulu.com,
Date of Publication, Distribution, etc.
2008.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xiv, 233 pages :
Other Physical Details
illustrations ;
Dimensions
23 cm
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 167-223) and index.
CONTENTS NOTE
Text of Note
Introduction -- Representation, initialisation and operators in Tree-based GP -- Getting ready to run genetic programming -- Example genetic programming run -- Alternative initialisations and operators in Tree-based GP -- Modular, grammatical and developmental Tree-based GP -- Linear and graph genetic programming -- Probalistic genetic programming -- Multi-objective genetic programming -- Fast and distributed genetic programming -- GP theory and its applications -- Applications -- Troubleshooting GP -- Conclusions.