Description: 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 results.
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EAN: 9783319905112
UPC: 9783319905112
ISBN: 9783319905112
MPN: N/A
Recommended Age Range: 0-12 months
Book Title: Genetic Programming Theory and Practice XV (Geneti
Item Height: 1.3 cm
Number of Pages: Xv, 187 Pages
Publication Name: Genetic Programming Theory and Practice Xv
Language: English
Publisher: Springer International Publishing A&G
Publication Year: 2018
Subject: Programming / Algorithms, Engineering (General), Intelligence (Ai) & Semantics
Type: Textbook
Item Weight: 16.8 Oz
Author: Randal S. Olson
Item Length: 9.3 in
Subject Area: Computers, Technology & Engineering
Series: Genetic and Evolutionary Computation Ser.
Item Width: 6.1 in
Format: Hardcover
