| Description |
1 online resource (xiii, 336 pages) : illustrations |
| Series |
Lecture notes in computer science, 0302-9743 ; 6021 |
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LNCS sublibrary: SL 1-theoretical computer science and general issues |
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Lecture notes in computer science ; 6021
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LNCS sublibrary. SL 1, Theoretical computer science and general issues
|
| Contents |
Oral presentations. Genetic programming for classification with unbalanced data / Urvesh Bhowan, Mengjie Zhang, and Mark Johnston -- An analysis of the behaviour of mutation in grammatical evolution / Jonathan Byrne, Michael O'Neill, James McDermott, and Anthony Brabazon -- Positional effect of crossover and mutation in grammatical evolution / Tom Castle and Colin G. Johnson -- Sub-tree swapping crossover and arity histogram distributions / Stephen Dignum and Riccardo Poli -- Novelty-based fitness : an evaluation under the Santa Fe Trail / John Doucette and Malcolm I. Heywood -- An analysis of genotype-phenotype maps in grammatical evolution / David Fagan, Michael O'Neill, Edgar Galván-López, Anthony Brabazon, and Sean McGarraghy -- Handling different categories of concept drifts in data streams using distributed GP / Gianluigi Folino and Giuseppe Papuzzo -- An indirect approach to the three-dimensional multi-pipe routing problem / Marcus Furuholmen, Kyrre Glette, Mats Hovin, and Jim Torresen -- Phenotypic diversity in initial genetic programming populations / David Jackson -- A relaxed approach to simplification in genetic programming / Mark Johnston, Thomas Liddle, and Mengjie Zhang -- Unsupervised problem decomposition using genetic programming / Ahmed Kattan, Alexandros Agapitos, and Riccardo Poli -- GP-fileprints : file types detection using genetic programming / Ahmed Kattan, Edgar Galván-López, Riccardo Poli, and Michael O'Neill -- A many threaded CUDA interpreter for genetic programming / W.B. Langdon -- Controlling complex dynamics with artificial biochemical networks / Michael A. Lones, Andy M. Tyrrell, Susan Stepney, and Leo S. Caves -- Geometric differential evolution on the space of genetic programs / Alberto Moraglio and Sara Silva -- Improving the generalisation ability of genetic programming with semantic similarity based crossover / Nguyen Quang Uy, Nguyen Thi Hien, Nguyen Xuan Hoai, and Michael O'Neill -- Evolving genes to balance a pole / Miguel Nicolau, Marc Schoenauer, and Wolfgang Banzhaf -- Solution-locked averages and solution-time binning in genetic programming / Riccardo Poli -- Enabling object reuse on genetic programming-based approaches to object-oriented evolutionary testing / José Carlos Bregieiro Ribeiro, Mário Alberto Zenha-Rela, and Francisco Fernández de Vega -- Analytic solutions to differential equations under graph-based genetic programming / Tom Seaton, Gavin Brown, and Julian F. Miller -- Learning a lot from only a little : genetic programming for panel segmentation on sparse sensory evaluation data / Katya Vladislavleva, Kalyan Veeramachaneni, Una-May O'Reilly, Matt Burland, and Jason Parcon -- Posters. Genetic programming for auction based scheduling / Mohamed Bader-El-Den and Shaheen Fatima -- Bandit-based genetic programming / Jean-Baptiste Hoock and Olivier Teytaud -- Using imaginary ensembles to select GP classifiers / Ulf Johansson, Rikard König, Tuve Löfström, and Lars Niklasson -- Analysis of building blocks with numerical simplification in genetic programming / David Kinzett, Mengjie Zhang, and Mark Johnston -- Fast evaluation of GP trees on GPGPU by optimizing hardware scheduling / Ogier Maitre, Nicolas Lachiche, and Pierre Collet -- Ensemble image classification method based on genetic image network / Shiro Nakayama, Shinichi Shirakawa, Noriko Yata, and Tomoharu Nagao -- Fine-grained timing using genetic programming / David R. White, Juan M.E. Tapiador, Julio Cesar Hernandez-Castro, and John A. Clark |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Genetic programming (Computer science) -- Congresses
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Software
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software.
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Informatique.
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Genetic programming (Computer science)
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Genetische Programmierung
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Esparcia-Alcázar, Anna Isabel
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| LC no. |
2010922339 |
| ISBN |
9783642121487 |
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3642121489 |
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