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Genetic programming : 23rd ...
This 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
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monografia Rebiun27557025 https://catalogo.rebiun.org/rebiun/record/Rebiun27557025 m o d cr cnu|||unuuu 200420s2020 sz a o 101 0 eng d GBC080345 bnb 1153285364 1156384026 9783030440947 electronic bk.) 303044094X electronic bk.) 9783030440930 print) 3030440931 9783030440930 9783030440954 print) 3030440958 10.1007/978-3-030-44094-7 doi AU@ 000067124643 AU@ 000067500312 UKMGB 019821167 AU@ 000068803647 com.springer.onix.9783030440947 Springer Nature GW5XE eng rda pn GW5XE YDX UPM OCLCF VT2 UKMGB EBLCP OCLCO UY bicssc COM014000 bisacsh UY thema UYA thema 006.3/823 23 EuroGP (Conference) 23rd :. 2020 :. Seville, Spain) Genetic programming 23rd European Conference, EuroGP 2020, held as part of EvoStar 2020, Seville, Spain, April 15-17, 2020, Proceedings Ting Hu, Nuno Lourenço, Eric Medvet, Federico Divina (eds.). EuroGP 2020 Cham, Switzerland Springer 2020 Cham, Switzerland Cham, Switzerland Springer 1 online resource (x, 295 pages) illustrations (some color) 1 online resource (x, 295 pages) Text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture notes in computer science 12101 LNCS sublibrary. SL 1, Theoretical computer science and general issues International conference proceedings Includes author index Hessian 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 This 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 Genetic programming (Computer science)- Congresses Genetic programming (Computer science) Electronic books Conference papers and proceedings. Hutin, G. (Assistant professor of computer science) editor Lourenço, Nuno editor Medvet, Eric editor Divina, Federico editor EVOSTAR (Conference) 2020 :. Seville, Spain),. jointly held conference Printed edition 9783030440930 Printed edition 9783030440954 Lecture notes in computer science 12101 LNCS sublibrary. SL 1 Theoretical computer science and general issues