Handbook of Grammatical Evolution

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Ryan, Conor (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), O'Neill, Michael (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt), Collins, JJ (Επιμελητής έκδοσης, http://id.loc.gov/vocabulary/relators/edt)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: Artificial intelligence.; Artificial Intelligence.

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...

Πίνακας περιεχομένων:

• 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.