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020			_a9783031020568
024	7		_a10.1007/978-3-031-02056-8 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC
050		4	_aQA76.623 _b2022 EB
245	1	0	_aGenetic Programming : _b25th European Conference, EuroGP 2022, Held as Part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings _cedited by Eric Medvet, Gisele Pappa, Bing Xue
250			_aFirst edition 2022
264		1	_aCham _bSpringer International Publising _c2022
300			_a1 recurso en línea (X, 309 páginas) _b83 ilustraciones, 65 ilustraciones a color
336			_atexto _btxt _2rdacontent
337			_aelectrónico _bc _2rdamedia
338			_arecurso electrónico _bcr _2rdacarrier
347			_aarchivo de texto _bPDF
490	0		_aLecture Notes in Computer Science _x1611-3349 _v13223
505	0		_aLong Presentations -- Evolving Adaptive Neural Network Optimizers for Image Classification -- Combining Geometric Semantic GP with Gradient-descent Optimization -- One-Shot Learning of Ensembles of Temporal Logic Formulas for Anomaly Detection in Cyber-Physical Systems -- Multi-objective GP with AWS for Symbolic Regression -- SLUG: Feature Selection Using Genetic Algorithms and Genetic Programming -- Evolutionary Design of Reduced Precision Levodopa-Induced Dyskinesia Classifiers -- Using Denoising Autoencoder Genetic Programming to Control Exploration and Exploitation in Search -- Program Synthesis with Genetic Programming: The Influence of Batch Sizes -- Genetic Programming-Based Inverse Kinematics for Robotic Manipulators -- On the Schedule for Morphological Development of Evolved Modular Soft Robots -- An Investigation of Multitask Linear Genetic Programming for Dynamic Job Shop Scheduling -- Cooperative Co-Evolution and Adaptive Team Composition for a Multi-Rover Resources Allocation Problem -- Short Presentations -- Synthesizing Programs from Program Pieces using Genetic Programming and Refinement Type Checking -- Creating Diverse Ensembles for Classification with Genetic Programming and Neuro-MAP-Elites -- Evolving Monotone Conjunctions in Regimes Beyond Proved Convergence -- Accurate and Interpretable Representations of Environments with Anticipatory Learning Classifier Systems -- Exploiting Knowledge from Code to Guide Program Search -- Multi-Objective Genetic Programming for Explainable Reinforcement Learning -- Permutation-Invariant Representation of Neural Networks with Neuron Embeddings.
520			_aThis book constitutes the refereed proceedings of the 25th European Conference on Genetic Programming, EuroGP 2022, held as part of Evo*2021, as Virtual Event, in April 2022, co-located with the Evo*2022 events, EvoCOP, EvoMUSART, and EvoApplications. The 12 revised full papers and 7 short papers presented in this book were carefully reviewed and selected from 35 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 operators for variants of GP algorithms, as well as exploring GP applications to the optimization of machine learning methods and the evolution of complex combinational logic circuits. .
988			_aSpringer_Computer_2022
650		7	_2embne _9469951 _aProgramación genética (Informática) _vCongresos y asambleas
700	1		_aMedvet, Eric _eeditor literario _0(orcid)0000-0001-5652-2113 _1https://orcid.org/0000-0001-5652-2113 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aPappa, Gisele _eeditor literario _0(orcid)0000-0002-0349-4494 _1https://orcid.org/0000-0002-0349-4494 _4edt _4http://id.loc.gov/vocabulary/relators/edt
700	1		_aXue, Bing _eeditor literario _0(orcid)0000-0002-4865-8026 _1https://orcid.org/0000-0002-4865-8026 _4edt _4http://id.loc.gov/vocabulary/relators/edt
776	0	8	_iPrinted edition: _z9783031020551
776	0	8	_iPrinted edition: _z9783031020575
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-02056-8 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
998			_b11/2022 _dz _eIG _zSI