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Genetic programming = 27th European Conference, EuroGP 2024, held as part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Genetic programming/ edited by Mario Giacobini, Bing Xue, Luca Manzoni.
其他題名:	27th European Conference, EuroGP 2024, held as part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024 : proceedings /
其他題名:	EuroGP 2024
其他作者:	Giacobini, Mario.
團體作者:	EuroGP (Conference)
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	x, 227 p. :ill. (some col.), digital ;24 cm.
內容註:	Long 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.
Contained By:	Springer Nature eBook
標題:	Genetic programming (Computer science) - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-56957-9
ISBN:	9783031569579

Genetic programming = 27th European Conference, EuroGP 2024, held as part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024 : proceedings /
Genetic programming27th European Conference, EuroGP 2024, held as part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024 : proceedings /[electronic resource] :EuroGP 2024edited by Mario Giacobini, Bing Xue, Luca Manzoni. - Cham :Springer Nature Switzerland :2024. - x, 227 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,146311611-3349 ;. - Lecture notes in computer science ;14631..

Long 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.

This 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.

ISBN: 9783031569579

Standard No.: 10.1007/978-3-031-56957-9doiSubjects--Topical Terms:

582167
Genetic programming (Computer science)
--Congresses.

LC Class. No.: QA76.623 / .E94 2024

Dewey Class. No.: 006.31

Genetic programming = 27th European Conference, EuroGP 2024, held as part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024 : proceedings /
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