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020 _a9783031020568
_9978-3-031-02056-8
024 7 _a10.1007/978-3-031-02056-8
_2doi
050 4 _aQA76.7-.73
072 7 _aUMX
_2bicssc
072 7 _aCOM051010
_2bisacsh
072 7 _aUMX
_2thema
082 0 4 _a005.13
_223
245 1 0 _aGenetic Programming
_h[electronic resource] :
_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 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aX, 309 p. 83 illus., 65 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
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490 1 _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. .
650 0 _aProgramming languages (Electronic computers).
_97503
650 0 _aAlgorithms.
_93390
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aSoftware engineering.
_94138
650 0 _aArtificial intelligence.
_93407
650 1 4 _aProgramming Language.
_939403
650 2 4 _aDesign and Analysis of Algorithms.
_931835
650 2 4 _aComputer Engineering and Networks.
_9123666
650 2 4 _aSoftware Engineering.
_94138
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aMedvet, Eric.
_eeditor.
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700 1 _aPappa, Gisele.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_9123668
700 1 _aXue, Bing.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_9123669
710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031020551
776 0 8 _iPrinted edition:
_z9783031020575
830 0 _aLecture Notes in Computer Science,
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_v13223
_923263
856 4 0 _uhttps://doi.org/10.1007/978-3-031-02056-8
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