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Handbook of Grammatical Evolution

This handbook offers a comprehensive treatise on Grammatical Evolution (GE), a grammar-based Evolutionary Algorithm that employs a function to map binary strings into higher-level structures such as programs. GE's simplicity and modular nature make it a very flexible tool. Since its introductio...

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Corporate Author: SpringerLink (Online service)
Other Authors: Ryan, Conor. (Editor, http://id.loc.gov/vocabulary/relators/edt), O'Neill, Michael. (Editor, http://id.loc.gov/vocabulary/relators/edt), Collins, JJ. (Editor, http://id.loc.gov/vocabulary/relators/edt)
Language:English
Published: Cham : Springer International Publishing : Imprint: Springer, 2018.
Edition:1st ed. 2018.
Subjects:
Artificial intelligence.
Artificial Intelligence.
Online Access:https://doi.org/10.1007/978-3-319-78717-6
Table of Contents:
  • 1 Introduction to GE
  • 2 Understanding Grammatical Evolution: Grammar Design
  • 3 Bias in Grammatical Evolution
  • 4 Mapping in Grammatical Evolution
  • 5 Theory of Disruption in GE
  • 6 Structured Grammatical Evolution
  • 7 Geometric Semantic Grammatical Evolution
  • 8 GE and Semantics
  • 9 Multi- and Many-core Heterogeneous Parallel Grammatical Evolution
  • 10 Grammatical Evolution
  • 11 Financial Modelling with Grammatical Evolution
  • 12 Synthesis of Parallel Programs on Multi-cores
  • 13 Design, Architecture and Engineering with Grammatical Evolution
  • 14 Computational Creativity and Grammatical Evolution
  • 15 Grammatical Evolution in the Prediction of Glucose for Diabetes
  • 16 Genomics
  • 17 Grammatical Evolution with Coevolutionary Algorithms in Cybersecurity
  • 18 Evolving Behavior Trees with Grammatical Evolution for Platform Games
  • 19 Patient Recruitment in Multicentre Clinical Trials.

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