LEADER 04254nam 22007575 450 001 9910847080303321 005 20240329052250.0 010 $a9783031569579 010 $a3031569571 024 7 $a10.1007/978-3-031-56957-9 035 $a(MiAaPQ)EBC31230559 035 $a(Au-PeEL)EBL31230559 035 $a(DE-He213)978-3-031-56957-9 035 $a(CKB)31120761200041 035 $a(OCoLC)1428260301 035 $a(MiAaPQ)EBC31574271 035 $a(Au-PeEL)EBL31574271 035 $a(OCoLC)1428319899 035 $a(EXLCZ)9931120761200041 100 $a20240323d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aGenetic Programming $e27th European Conference, EuroGP 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3?5, 2024, Proceedings /$fedited by Mario Giacobini, Bing Xue, Luca Manzoni 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (236 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v14631 311 08$a9783031569562 311 08$a3031569563 327 $aLong Presentations -- Fuzzy Pattern Trees for Classification Problems Using Genetic Programming -- Generational Computation Reduction in Informal Counterexample-Driven Genetic Programming -- Investigating Premature Convergence in Co-optimization of Morphology and Control in Evolved Virtual Soft Robots -- Grammar-based Evolution of Polyominoes -- Naturally Interpretable Control Policies via Graph-based Genetic Programming -- DALex: Lexicase-like Selection via Diverse Aggregation -- Enhancing Large Language Models-based Code Generation by Leveraging Genetic Improvement -- SLIM GSGP: The Non-Bloating Geometric Semantic Genetic Programming -- Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression -- Short Presentations -- Look into the Mirror: Evolving Self-Dual Bent Boolean Functions.-An Algorithm Based on Grammatical Evolution for Discovering SHACL Constraints -- A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems -- Improvement of Last Level Cache. 330 $aThis book constitutes the refereed proceedings of the 27th European Conference on Genetic Programming, EuroGP 2024, held in Aberystwyth, UK, April 3?5, 2024 and co-located with the EvoStar events, EvoCOP, EvoMUSART, and EvoApplications. The 13 papers (9 selected for long presentation and 4 for short presentation) collected in this book were carefully reviewed and selected from 24 submissions. The wide range of topics in this volume reflects the current state of research in the field. The collection of papers cover topics including developing new variants of GP algorithms, as well as exploring GP applications to the optimization of machine learning methods and the evolution of control policies. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v14631 606 $aProgramming languages (Electronic computers) 606 $aSystem theory 606 $aComputer networks 606 $aMachine learning 606 $aNatural language processing (Computer science) 606 $aProgramming Language 606 $aComplex Systems 606 $aComputer Communication Networks 606 $aMachine Learning 606 $aNatural Language Processing (NLP) 615 0$aProgramming languages (Electronic computers) 615 0$aSystem theory. 615 0$aComputer networks. 615 0$aMachine learning. 615 0$aNatural language processing (Computer science) 615 14$aProgramming Language. 615 24$aComplex Systems. 615 24$aComputer Communication Networks. 615 24$aMachine Learning. 615 24$aNatural Language Processing (NLP). 676 $a005.13 700 $aGiacobini$b Mario$01734761 701 $aXue$b Bing$01369249 701 $aManzoni$b Luca$01423627 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910847080303321 996 $aGenetic Programming$94153088 997 $aUNINA