Genetic Programming Theory and Practice XV
by
Banzhaf, Wolfgang. editor.
Title
:
Genetic Programming Theory and Practice XV
Author
:
Banzhaf, Wolfgang. editor.
ISBN
:
9783319905129
Physical Description
:
XV, 187 p. 54 illus., 46 illus. in color. online resource.
Series
:
Genetic and Evolutionary Computation,
Abstract
:
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.
Subject Term
:
Artificial intelligence.
Engineering.
Computer software.
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
Computational Intelligence. http://scigraph.springernature.com/things/product-market-codes/T11014
Algorithm Analysis and Problem Complexity. http://scigraph.springernature.com/things/product-market-codes/I16021
Added Author
:
Banzhaf, Wolfgang.
Olson, Randal S.
Tozier, William.
Riolo, Rick.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | Status |
---|
IYTE Library | E-Book | 2084928-1001 | Q334 -342 | Online Springer |