LEADER 04496nam 22007695 450 001 996464428903316 005 20230224014707.0 010 $a3-030-72812-9 024 7 $a10.1007/978-3-030-72812-0 035 $a(CKB)4100000011807160 035 $a(MiAaPQ)EBC6527523 035 $a(Au-PeEL)EBL6527523 035 $a(OCoLC)1243350374 035 $a(DE-He213)978-3-030-72812-0 035 $a(PPN)254719309 035 $a(EXLCZ)994100000011807160 100 $a20210324d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aGenetic Programming$b[electronic resource] $e24th European Conference, EuroGP 2021, Held as Part of EvoStar 2021, Virtual Event, April 7?9, 2021, Proceedings /$fedited by Ting Hu, Nuno Lourenço, Eric Medvet 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (x, 279 pages) $cillustrations 225 1 $aTheoretical Computer Science and General Issues,$x2512-2029 ;$v12691 311 $a3-030-72811-0 320 $aIncludes bibliographical references and index. 327 $aQuality Diversity Genetic Programming for Learning Decision Tree Ensembles -- Progressive Insular Cooperative GP -- Regenerating Soft Robots through Neural Cellular Automata -- Inclusive Genetic Programming -- Towards incorporating Human Knowledge in Fuzzy Pattern Tree Evolution -- Evolutionary Neural Architecture Search Supporting Approximate Multipliers -- Automatic design of deep neural networks applied to image segmentation problems -- On the Influence of Grammars on Crossover in Grammatical Evolution -- On the Generalizability of Programs Synthesized by Grammar-Guided Genetic Programming -- Evolution of Complex Combinational Logic Circuits Using Grammatical Evolution with SystemVerilog -- Evofficient: Reproducing a Cartesian Genetic Programming Method -- Software Anti-patterns Detection Under Uncertainty Using A Possibilistic Evolutionary Approach -- Probabilistic Grammatical Evolution -- Evolving allocation rules for beam search heuristics in assembly line balancing -- Incremental Evaluation of Genetic Programming -- Mining Feature Relationships in Data -- Getting a Head Start on Program Synthesis with Genetic Programming. 330 $aThis book constitutes the refereed proceedings of the 24th European Conference on Genetic Programming, EuroGP 2021, held as part of Evo*2021, as Virtual Event, in April 2021, co-located with the Evo*2021 events, EvoCOP, EvoMUSART, and EvoApplications. The 11 revised full papers and 6 short papers presented in this book were carefully reviewed and selected from 27 submissions. The wide range of topics in this volume reflects the current state of research in the field. The collection of papers cover interesting topics including developing new operators for variants of GP algorithms, as well as exploring GP applications to the optimisation of machine learning methods and the evolution of complex combinational logic circuits. 410 0$aTheoretical Computer Science and General Issues,$x2512-2029 ;$v12691 606 $aProgramming languages (Electronic computers) 606 $aArtificial intelligence 606 $aComputer systems 606 $aOperating systems (Computers) 606 $aComputer programming 606 $aComputer networks 606 $aProgramming Language 606 $aArtificial Intelligence 606 $aComputer System Implementation 606 $aOperating Systems 606 $aProgramming Techniques 606 $aComputer Communication Networks 615 0$aProgramming languages (Electronic computers). 615 0$aArtificial intelligence. 615 0$aComputer systems. 615 0$aOperating systems (Computers). 615 0$aComputer programming. 615 0$aComputer networks. 615 14$aProgramming Language. 615 24$aArtificial Intelligence. 615 24$aComputer System Implementation. 615 24$aOperating Systems. 615 24$aProgramming Techniques. 615 24$aComputer Communication Networks. 676 $a006.31 702 $aHu$b Ding 702 $aLourenc?o$b Nuno 702 $aMedvet$b Eric 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996464428903316 996 $aGenetic Programming$9772374 997 $aUNISA