07004nam a22005895i 4500 978-3-642-37207-0 DE-He213 20210624185724.0 cr nn 008mamaa 130305s2013 gw | s |||| 0|eng d 9783642372070 978-3-642-37207-0 10.1007/978-3-642-37207-0 doi QA76.9.A43 UMB bicssc COM051300 bisacsh UMB thema 005.1 23 Genetic Programming [electronic resource] : 16th European Conference, EuroGP 2013, Vienna, Austria, April 3-5, 2013, Proceedings / edited by Krzysztof Krawiec, Alberto Moraglio, Ting Hu, A. Sima Etaner-Uyar, Bin Hu. 1st ed. 2013. Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013. XII, 277 p. 99 illus. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Theoretical Computer Science and General Issues ; 7831 Adaptive Distance Metrics for Nearest Neighbour Classification Based on Genetic Programming.- Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure.- Generation of VNS Components with Grammatical Evolution for Vehicle Routing.- Understanding Expansion Order and Phenotypic Connectivity in πGE.- PhenoGP: Combining Programs to Avoid Code Disruption.- Reducing Wasted Evaluations in Cartesian Genetic Programming.- Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data.- Automated Design of Probability Distributions as Mutation Operators for Evolutionary Programming Using Genetic Programming.- Robustness and Evolvability of Recombination in Linear Genetic Programming.- On the Evolvability of a Hybrid Ant Colony-Cartesian Genetic Programming Methodology.- Discovering Subgroups by Means of Genetic Programming.- Program Optimisation with Dependency Injection.- Searching for Novel Classifiers.- Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming.- Automated Problem Decomposition for the Boolean Domain with Genetic Programming.- A Multi-objective Optimization Energy Approach to Predict the Ligand Conformation in a Docking Process.- Semantic Bias in Program Coevolution.- A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics -- A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification.- Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis.- Asynchronous Evaluation Based Genetic Programming: Comparison of Asynchronous and Synchronous Evaluation and Its Analysis.- How Early and with How Little Data? Using Genetic Programming to Evolve Endurance Classifiers for MLC NAND Flash Memory.- Examining the Diversity Property of Semantic Similarity Based Crossover. Controlling Bloat through Parsimonious Elitist Replacement and Spatial Structure.- Generation of VNS Components with Grammatical Evolution for Vehicle Routing.- Understanding Expansion Order and Phenotypic Connectivity in πGE.- PhenoGP: Combining Programs to Avoid Code Disruption.- Reducing Wasted Evaluations in Cartesian Genetic Programming.- Balancing Learning and Overfitting in Genetic Programming with Interleaved Sampling of Training Data.- Automated Design of Probability Distributions as Mutation Operators for Evolutionary Programming Using Genetic Programming.- Robustness and Evolvability of Recombination in Linear Genetic Programming.- On the Evolvability of a Hybrid Ant Colony-Cartesian Genetic Programming Methodology.- Discovering Subgroups by Means of Genetic Programming.- Program Optimisation with Dependency Injection.- Searching for Novel Classifiers.- Learning Reusable Initial Solutions for Multi-objective Order Acceptance and Scheduling Problems with Genetic Programming.- Automated Problem Decomposition for the Boolean Domain with Genetic Programming.- A Multi-objective Optimization Energy Approach to Predict the Ligand Conformation in a Docking Process.- Semantic Bias in Program Coevolution.- A New Implementation of Geometric Semantic GP and Its Application to Problems in Pharmacokinetics -- A Grammar-Guided Genetic Programming Algorithm for Multi-Label Classification.- Global Top-Scoring Pair Decision Tree for Gene Expression Data Analysis.- Asynchronous Evaluation Based Genetic Programming: Comparison of Asynchronous and Synchronous Evaluation and Its Analysis.- How Early and with How Little Data? Using Genetic Programming to Evolve Endurance Classifiers for MLC NAND Flash Memory.- Examining the Diversity Property of Semantic Similarity Based Crossover. This book constitutes the refereed proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, held in Vienna, Austria, in April 2013 co-located with the Evo* 2013 events, EvoMUSART, EvoCOP, EvoBIO, and EvoApplications. The 18 revised full papers presented together with 5 poster papers were carefully reviewed and selected from 47 submissions. The wide range of topics in this volume reflects the current state of research in the field, including different genres of GP (tree-based, linear, grammar-based, Cartesian), theory, novel operators, and applications. Algorithms. Computers. Artificial intelligence. Application software. Algorithm Analysis and Problem Complexity. https://scigraph.springernature.com/ontologies/product-market-codes/I16021 Computation by Abstract Devices. https://scigraph.springernature.com/ontologies/product-market-codes/I16013 Artificial Intelligence. https://scigraph.springernature.com/ontologies/product-market-codes/I21000 Computer Applications. https://scigraph.springernature.com/ontologies/product-market-codes/I23001 Krawiec, Krzysztof. editor. edt http://id.loc.gov/vocabulary/relators/edt Moraglio, Alberto. editor. edt http://id.loc.gov/vocabulary/relators/edt Hu, Ting. editor. edt http://id.loc.gov/vocabulary/relators/edt Etaner-Uyar, A. Sima. editor. edt http://id.loc.gov/vocabulary/relators/edt Hu, Bin. editor. edt http://id.loc.gov/vocabulary/relators/edt SpringerLink (Online service) Springer Nature eBook Printed edition: 9783642372087 Printed edition: 9783642372063 Theoretical Computer Science and General Issues ; 7831 https://doi.org/10.1007/978-3-642-37207-0 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC Computer Science (SpringerNature-11645) Computer Science (R0) (SpringerNature-43710)