LEADER 06993nam 22007335 450 001 996465581303316 005 20230330040802.0 010 $a3-642-37207-4 024 7 $a10.1007/978-3-642-37207-0 035 $a(CKB)3280000000007580 035 $a(DE-He213)978-3-642-37207-0 035 $a(SSID)ssj0000880011 035 $a(PQKBManifestationID)11542499 035 $a(PQKBTitleCode)TC0000880011 035 $a(PQKBWorkID)10873231 035 $a(PQKB)10897860 035 $a(MiAaPQ)EBC3093333 035 $a(PPN)169140075 035 $a(EXLCZ)993280000000007580 100 $a20130305d2013 u| 0 101 0 $aeng 135 $aurnn|008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aGenetic Programming$b[electronic resource] $e16th European Conference, EuroGP 2013, Vienna, Austria, April 3-5, 2013, Proceedings /$fedited by Krzysztof Krawiec, Alberto Moraglio, Ting Hu, A. Sima Etaner-Uyar, Bin Hu 205 $a1st ed. 2013. 210 1$aBerlin, Heidelberg :$cSpringer Berlin Heidelberg :$cImprint: Springer,$d2013. 215 $a1 online resource (XII, 277 p. 99 illus.) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v7831 300 $aBibliographic Level Mode of Issuance: Monograph 311 $a3-642-37206-6 327 $aAdaptive 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 ?GE.- 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 ?GE.- 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. 330 $aThis book constitutes the refereed proceedings of the 16th European Conference on Genetic Programming, EuroGP 2013, held in Vienna, Austria, in April 2013 co-located with the Evo* 2013 events, EvoMUSART, EvoCOP, EvoBIO, and EvoApplications. The 18 revised full papers presented together with 5 poster papers were carefully reviewed and selected from 47 submissions. The wide range of topics in this volume reflects the current state of research in the field, including different genres of GP (tree-based, linear, grammar-based, Cartesian), theory, novel operators, and applications. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v7831 606 $aAlgorithms 606 $aComputer science 606 $aArtificial intelligence 606 $aApplication software 606 $aAlgorithms 606 $aTheory of Computation 606 $aArtificial Intelligence 606 $aComputer and Information Systems Applications 615 0$aAlgorithms. 615 0$aComputer science. 615 0$aArtificial intelligence. 615 0$aApplication software. 615 14$aAlgorithms. 615 24$aTheory of Computation. 615 24$aArtificial Intelligence. 615 24$aComputer and Information Systems Applications. 676 $a006.31 702 $aKrawiec$b Krzysztof$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMoraglio$b Alberto$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHu$b Ting$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aEtaner-Uyar$b A. Sima$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHu$b Bin$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996465581303316 996 $aGenetic Programming$9772374 997 $aUNISA