Genetic programming [electronic resource] : 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings / Penousal Machado [and more] (eds.).
EuroGP (Conference) (18th : 2015 : Copenhagen, Denmark); Machado, Penousal, editor.
2015
QA76.623
Available Online

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Title Genetic programming [electronic resource] : 18th European Conference, EuroGP 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings / Penousal Machado [and more] (eds.).
Meeting Name EuroGP (Conference) (18th : 2015 : Copenhagen, Denmark)
ISBN 9783319165011 electronic book
3319165011 electronic book
9783319165004
DOI https://doi.org/10.1007/978-3-319-16501-1
Published Cham : Springer, 2015.
Language English
Description 1 online resource (xii, 231 pages) : illustrations.
Item Number 10.1007/978-3-319-16501-1 doi
Call Number QA76.623
Dewey Decimal Classification 006.3/823
Summary 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 papers were carefully reviewed and selected form 36 submissions. The wide range of topics in this volume reflects the current state of research in the field. Thus, we see topics as diverse as semantic methods, recursive programs, grammatical methods, coevolution, Cartesian GP, feature selection, initialisation procedures, ensemble methods and search objectives; and applications including text processing, cryptography, numerical modelling, software parallelisation, creation and optimisation of circuits, multi-class classification, scheduling and artificial intelligence.
Note International conference proceedings.
Bibliography, etc. Note Incldues bibliographical references and author index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed March 19, 2015).
Added Author Machado, Penousal, editor.
Series Lecture notes in computer science ; 9025.
LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Available in Other Form Print version: 9783319165004
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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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