LEADER 04727nam 22007455 450 001 996418219703316 005 20230224034538.0 010 $a3-030-44094-X 024 7 $a10.1007/978-3-030-44094-7 035 $a(CKB)4100000011223230 035 $a(MiAaPQ)EBC6297316 035 $a(DE-He213)978-3-030-44094-7 035 $a(PPN)243760892 035 $a(EXLCZ)994100000011223230 100 $a20200312d2020 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aGenetic Programming$b[electronic resource] $e23rd European Conference, EuroGP 2020, Held as Part of EvoStar 2020, Seville, Spain, April 15?17, 2020, Proceedings /$fedited by Ting Hu, Nuno Lourenço, Eric Medvet, Federico Divina 205 $a1st ed. 2020. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2020. 215 $a1 online resource (306 pages) 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v12101 311 $a3-030-44093-1 327 $aHessian Complexity Measure for Genetic Programming-based Imputation Predictor Selection in Symbolic Regression with Incomplete Data -- Seeding Grammars in Grammatical Evolution to Improve Search Based Software Testing -- Incremental Evolution and Development of Deep Artificial Neural Networks -- Investigating the Use of Geometric Semantic Operators in Vectorial Genetic Programming -- Comparing Genetic Programming Approaches for Non-Functional Genetic Improvement -- Automatically Evolving Lookup Tables for Function Approximation -- Optimising Optimisers with Push GP -- An Evolutionary View on Reversible Shift-invariant Transformations -- Benchmarking Manifold Learning Methods on a Large Collection of Datasets -- Ensemble Genetic Programming -- SGP-DT: Semantic Genetic Programming Based on Dynamic Targets -- Effect of Parent Selection Methods on Modularity -- Time Control or Size Control? Reducing Complexity and Improving Accuracy of Genetic Programming Models -- Challenges of Program Synthesis with Grammatical Evolution -- Detection of Frailty Using Genetic Programming : The Case of Older People in Piedmont, Italy -- Is k Nearest Neighbours Regression Better than GP -- Guided Subtree Selection for Genetic Operators in Genetic Programming for Dynamic Flexible Job Shop Scheduling -- Classification of Autism Genes using Network Science and Linear Genetic Programming. 330 $aThis book constitutes the refereed proceedings of the 23rd European Conference on Genetic Programming, EuroGP 2020, held as part of Evo*2020, in Seville, Spain, in April 2020, co-located with the Evo*2020 events EvoCOP, EvoMUSART and EvoApplications. The 12 full papers and 6 short papers presented in this book were carefully reviewed and selected from 36 submissions. The papers cover a wide spectrum of topics, including designing GP algorithms for ensemble learning, comparing GP with popular machine learning algorithms, customising GP algorithms for more explainable AI applications to real-world problems. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v12101 606 $aComputer science 606 $aComputer systems 606 $aComputers, Special purpose 606 $aComputer networks 606 $aArtificial intelligence 606 $aComputer engineering 606 $aTheory of Computation 606 $aComputer System Implementation 606 $aSpecial Purpose and Application-Based Systems 606 $aComputer Communication Networks 606 $aArtificial Intelligence 606 $aComputer Engineering and Networks 615 0$aComputer science. 615 0$aComputer systems. 615 0$aComputers, Special purpose. 615 0$aComputer networks. 615 0$aArtificial intelligence. 615 0$aComputer engineering. 615 14$aTheory of Computation. 615 24$aComputer System Implementation. 615 24$aSpecial Purpose and Application-Based Systems. 615 24$aComputer Communication Networks. 615 24$aArtificial Intelligence. 615 24$aComputer Engineering and Networks. 676 $a006.31 702 $aHu$b Ting$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aLourenço$b Nuno$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMedvet$b Eric$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aDivina$b Federico$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996418219703316 996 $aGenetic Programming$9772374 997 $aUNISA