001446088 000__ 04690cam\a2200589\a\4500
001446088 001__ 1446088
001446088 003__ OCoLC
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001446088 019__ $$a1312149227$$a1312240354
001446088 020__ $$a9783031020568$$q(electronic bk.)
001446088 020__ $$a3031020561$$q(electronic bk.)
001446088 020__ $$z3031020553
001446088 020__ $$z9783031020551
001446088 0247_ $$a10.1007/978-3-031-02056-8$$2doi
001446088 035__ $$aSP(OCoLC)1312155607
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001446088 050_4 $$aQA76.623$$b.E94 2022eb
001446088 08204 $$a006.3/1$$223/eng/20220502
001446088 1112_ $$aEuroGP (Conference)$$n(25th :$$d2022 :$$cOnline)
001446088 24510 $$aGenetic programming :$$b25th European Conference, EuroGP 2022, held as part of EvoStar 2022, Madrid, Spain, April 20-22, 2022, Proceedings /$$cEric Medvet, Gisele Pappa, Bing Xue (eds.).
001446088 2463_ $$aEuroGP 2022
001446088 260__ $$aCham :$$bSpringer,$$c2022.
001446088 300__ $$a1 online resource (317 pages)
001446088 336__ $$atext$$btxt$$2rdacontent
001446088 337__ $$acomputer$$bc$$2rdamedia
001446088 338__ $$aonline resource$$bcr$$2rdacarrier
001446088 4901_ $$aLecture notes in computer science ;$$v13223
001446088 500__ $$aIncludes author index.
001446088 5050_ $$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.
001446088 506__ $$aAccess limited to authorized users.
001446088 520__ $$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.
001446088 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed May 2, 2022).
001446088 650_0 $$aGenetic programming (Computer science)$$vCongresses.
001446088 650_6 $$aProgrammation génétique (Informatique)$$vCongrès.
001446088 655_7 $$aConference papers and proceedings.$$2fast$$0(OCoLC)fst01423772
001446088 655_0 $$aElectronic books.
001446088 7001_ $$aMedvet, Eric.
001446088 7001_ $$aPappa, Gisele L.$$q(Gisele Lobo)
001446088 7001_ $$aXue, Bing$$c(Senior lecturer in computer science)
001446088 7112_ $$aEVOSTAR (Conference)$$d(2022 :$$cMadrid, Spain)
001446088 77608 $$iPrint version:$$aMedvet, Eric.$$tGenetic Programming.$$dCham : Springer International Publishing AG, ©2022$$z9783031020551
001446088 830_0 $$aLecture notes in computer science ;$$v13223.
001446088 852__ $$bebk
001446088 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-031-02056-8$$zOnline Access$$91397441.1
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001446088 980__ $$aBIB
001446088 980__ $$aEBOOK
001446088 982__ $$aEbook
001446088 983__ $$aOnline
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