Genetic Programming 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings /

This book constitutes the refereed proceedings of the 18th European Conference on Genetic Programming, EuroGP 2015, held in Copenhagen, Spain, in April 2015 co-located with the Evo 2015 events, EvoCOP, Evo MUSART and Evo Applications. The 12 revised full papers presented together with 6 poster paper...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Machado, Penousal (Editor ), Heywood, Malcolm I. (Editor ), McDermott, James (Editor ), Castelli, Mauro (Editor ), García-Sánchez, Pablo (Editor ), Burelli, Paolo (Editor ), Risi, Sebastian (Editor ), Sim, Kevin (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Theoretical Computer Science and General Issues, 9025
Temas:
Algorithms.
Computer science.
Artificial intelligence.
Application software.
Computer science-Mathematics.
Discrete mathematics.
Theory of Computation.
Artificial Intelligence.
Computer and Information Systems Applications.
Discrete Mathematics in Computer Science.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • The Effect of Distinct Geometric Semantic Crossover Operators in Regression Problems
  • Learning Text Patterns Using Separate-and-Conquer Genetic Programming
  • Improving Geometric Semantic Genetic Programming with Safe Tree Initialisation
  • Grant Dick On the Generalization Ability of Geometric Semantic Genetic Programming
  • Automatic Derivation of Search Objectives for Test-Based Genetic Programming
  • Evolutionary Design of Transistor Level Digital Circuits Using Discrete Simulation
  • M3GP - Multiclass Classification with GP
  • Evolving Ensembles of Dispatching Rules Using Genetic Programming for Job Shop Scheduling
  • Attributed Grammatical Evolution Using Shared Memory Spaces and Dynamically Typed Semantic Function Specification
  • Indirectly Encoded Fitness Predictors Coevolved with Cartesian Programs
  • Tapped Delay Lines for GP Streaming Data Classification with Label Budgets
  • Cartesian GP in Optimization of Combinational Circuits with Hundreds of Inputs and Thousands of Gates
  • Genetic Programming for Feature Selection and Question-Answer Ranking in IBM Watson
  • Automatic Evolution of Parallel Recursive Programs
  • Proposal and Preliminary Investigation of a Fitness Function for Partial Differential Models
  • Evolutionary Methods for the Construction of Cryptographic Boolean Functions
  • TEMPLAR - A Framework for Template-Method Hyper-Heuristics
  • Circuit Approximation Using Single- and Multi-objective Cartesian GP.

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