Genetic Programming Theory and Practice XV / edited by Wolfgang Banzhaf, Randal S. Olson, William Tozier, Rick Riolo

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Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Genetic and Evolutionary Computation | SpringerLink BücherVerlag: Cham : Springer International Publishing, 2018Beschreibung: Online-Ressource (XV, 187 p. 54 illus., 46 illus. in color, online resource)ISBN:

9783319905129

Schlagwörter:

Andere physische Formen: 9783319905112 | Erscheint auch als: 978-3-319-90511-2 Druck-Ausgabe | Printed edition: 9783319905112 DDC-Klassifikation:

006.3

LOC-Klassifikation:

Q334-342 TJ210.2-211.495
Q334-342
TJ210.2-211.495

DOI: DOI: 10.1007/978-3-319-90512-9Online-Ressourcen:

Zusammenfassung: 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 in this volume include: exploiting subprograms in genetic programming, schema frequencies in GP, Accessible AI, GP for Big Data, lexicase selection, symbolic regression techniques, co-evolution of GP and LCS, and applying ecological principles to GP. It also covers several chapters on best practices and lessons learned from hands-on experience. Readers will discover large-scale, real-world applications of GP to a variety of problem domains via in-depth presentations of the latest and most significant resultsPPN: PPN: 1028032226Package identifier: Produktsigel: ZDB-2-SCS | ZDB-2-SEB | ZDB-2-SXCS

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