Genetic Programming Theory and Practice XVIII

Häftad, Engelska, 2023

AvWolfgang Banzhaf,Leonardo Trujillo,Stephan Winkler,Bill Worzel

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This book, written by the foremost international researchers and practitioners of genetic programming (GP), explores the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP.

Produktinformation

Utgivningsdatum2023-02-14
Mått155 x 235 x undefined mm
FormatHäftad
SpråkEngelska
SerieGenetic and Evolutionary Computation
Antal sidor212
FörlagSpringer Verlag, Singapore
ISBN9789811681158

Tillhör följande kategorier

Chapter 1. Finding Simple Solutions to Multi-Task Visual Reinforcement Learning Problems with Tangled Program Graphs.- Chapter 2. Grammar-based Vectorial Genetic Programming for Symbolic Regression.- Chapter 3. Grammatical Evolution Mapping for Semantically-Constrained Genetic Programming.- Chapter 4. What can phylogenetic metrics tell us about useful diversity in evolutionary algorithms?.- Chapter 5. An Exploration of Exploration: Measuring the ability of lexicaseselection to find obscure pathways to optimality.- Chapter 6. Feature Discovery with Deep Learning Algebra Networks.- Chapter 7. Back To The Future — Revisiting OrdinalGP & Trustable Models After a Decade.- Chapter 8. Fitness First.- Chapter 9. Designing Multiple ANNs with Evolutionary Development: Activity Dependence.- Chapter 10. Evolving and Analyzing modularity with GLEAM (Genetic Learning by Extraction and Absorption of Modules).- Chapter 11. Evolution of the Semiconductor Industry, and the Start of X Law.