04120nam a22005655i 4500001001800000003000900018005001700027007001500044008004100059020003700100024003500137050001500172072001600187072002300203072001500226245022100241250001800462264006900480300006300549336002600612337002600638338003600664347002400700490005900724505106700783520070901850650005702559650002602616650003202642650002902674650005902703650003302762650002802795650004402823650002902867650004602896700008602942700014603028700008303174710003403257773002603291776003603317776003603353830005903389856004603448912001403494912001503508912001403523999001703537978-3-031-56957-9DE-He21320251030111748.0cr nn 008mamaa240323s2024    sz |    s    |||| 0|eng d  a97830315695799978-3-031-56957-97 a10.1007/978-3-031-56957-92doi 4aQA76.7-.73 7aUMX2bicssc 7aCOM0510102bisacsh 7aUMX2thema10aGenetic Programmingh[electronic resource] :b27th European Conference, EuroGP 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3–5, 2024, Proceedings /cedited by Mario Giacobini, Bing Xue, Luca Manzoni.  a1st ed. 2024. 1aCham :bSpringer Nature Switzerland :bImprint: Springer,c2024.  aX, 227 p. 69 illus., 53 illus. in color.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda1 aLecture Notes in Computer Science,x1611-3349 ;v146310 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.  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. 0aProgramming languages (Electronic computers).966206 0aSystem theory.966519 0aComputer networks .960157 0aMachine learning.955059 0aNatural language processing (Computer science).96513114aProgramming Language.96620824aComplex Systems.96652024aComputer Communication Networks.96568924aMachine Learning.95505924aNatural Language Processing (NLP).9661641 aGiacobini, Mario.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9741121 aXue, Bing.eeditor.0(orcid)0000-0002-4865-80261https://orcid.org/0000-0002-4865-80264edt4http://id.loc.gov/vocabulary/relators/edt9741131 aManzoni, Luca.eeditor.4edt4http://id.loc.gov/vocabulary/relators/edt9741142 aSpringerLink (Online service)0 tSpringer Nature eBook08iPrinted edition:z978303156956208iPrinted edition:z9783031569586 0aLecture Notes in Computer Science,x1611-3349 ;v1463140uhttps://doi.org/10.1007/978-3-031-56957-9  aZDB-2-SCS  aZDB-2-SXCS  aZDB-2-LNC  c58707d58707