Visit our Christmas Gift Finder
Genetic Programming Theory and Practice IX - Genetic and Evolutionary Computation (Paperback)
  • Genetic Programming Theory and Practice IX - Genetic and Evolutionary Computation (Paperback)
zoom

Genetic Programming Theory and Practice IX - Genetic and Evolutionary Computation (Paperback)

(editor), (editor), (editor)
£69.99
Paperback 264 Pages / Published: 29/11/2013
  • We can order this

Usually dispatched within 3 weeks

  • This item has been added to your basket
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 include: modularity and scalability; evolvability; human-competitive results; the need for important high-impact GP-solvable problems;; the risks of search stagnation and of cutting off paths to solutions; the need for novelty; empowering GP search with expert knowledge; In addition, GP symbolic regression is thoroughly discussed, addressing such topics as guaranteed reproducibility of SR; validating SR results, measuring and controlling genotypic complexity; controlling phenotypic complexity; identifying, monitoring, and avoiding over-fitting; finding a comprehensive collection of SR benchmarks, comparing SR to machine learning. This text is for all GP explorers. 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.

Publisher: Springer-Verlag New York Inc.
ISBN: 9781461429418
Number of pages: 264
Weight: 450 g
Dimensions: 235 x 155 x 15 mm
Edition: 2011 ed.

You may also be interested in...

The Elements of Statistical Learning
Added to basket
Algorithms for Reinforcement Learning
Added to basket
Introduction to Machine Learning
Added to basket
Machine Learning for Hackers
Added to basket
Artificial Intelligence
Added to basket
Artificial Intelligence for Games
Added to basket
Bayesian Reasoning and Machine Learning
Added to basket
Emotion: A Very Short Introduction
Added to basket
Programming Game AI By Example
Added to basket
Superintelligence
Added to basket
£18.99
Hardback
Introducing Artificial Intelligence
Added to basket
The Singularity Is Near
Added to basket
Artificial Intelligence: The Basics
Added to basket
Machine Learning
Added to basket
£37.99
Paperback
The Sciences of the Artificial
Added to basket

Please sign in to write a review

Your review has been submitted successfully.