東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Genetic programming = 25th European ...

EuroGP (Conference) (2022 :)

FindBook

Google Book

Amazon

博客來

Genetic programming = 25th European Conference, EuroGP 2022, held as part of EvoStar 2022, Madrid, Spain, April 20-22, 2022 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Genetic programming/ edited by Eric Medvet, Gisele Pappa, Bing Xue.
其他題名:	25th European Conference, EuroGP 2022, held as part of EvoStar 2022, Madrid, Spain, April 20-22, 2022 : proceedings /
其他題名:	EuroGP 2022
其他作者:	Medvet, Eric.
團體作者:	EuroGP (Conference)
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	x, 309 p. :ill., digital ;24 cm.
內容註:	Long 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.
Contained By:	Springer Nature eBook
標題:	Genetic programming (Computer science) - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-02056-8
ISBN:	9783031020568

Genetic programming = 25th European Conference, EuroGP 2022, held as part of EvoStar 2022, Madrid, Spain, April 20-22, 2022 : proceedings /
Genetic programming25th European Conference, EuroGP 2022, held as part of EvoStar 2022, Madrid, Spain, April 20-22, 2022 : proceedings /[electronic resource] :EuroGP 2022edited by Eric Medvet, Gisele Pappa, Bing Xue. - Cham :Springer International Publishing :2022. - x, 309 p. :ill., digital ;24 cm. - Lecture notes in computer science,132230302-9743 ;. - Lecture notes in computer science ;13223..

Long 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.

This 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.

ISBN: 9783031020568

Standard No.: 10.1007/978-3-031-02056-8doiSubjects--Topical Terms:

582167
Genetic programming (Computer science)
--Congresses.

LC Class. No.: QA76.623 / .E94 2022

Dewey Class. No.: 006.31

Genetic programming = 25th European Conference, EuroGP 2022, held as part of EvoStar 2022, Madrid, Spain, April 20-22, 2022 : proceedings /
LDR:03529nmm a2200349 a 4500 001 2299953
003 DE-He213
005 20220419115019.0
006 m d
007 cr nn 008maaau
008 230324s2022 sz s 0 eng d
020 $a 9783031020568 $q (electronic bk.)
020 $a 9783031020551 $q (paper)
024 7 $a 10.1007/978-3-031-02056-8 $2 doi
035 $a 978-3-031-02056-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.623 $b .E94 2022
072 7 $a UMX $2 bicssc
072 7 $a COM000000 $2 bisacsh
072 7 $a UMX $2 thema
082 0 4 $a 006.31 $2 23
090 $a QA76.623 $b .E89 2022
111 2 $a EuroGP (Conference) $n (25th : $d 2022 : $c Online) $3 3597910
245 1 0 $a Genetic programming $h [electronic resource] : $b 25th European Conference, EuroGP 2022, held as part of EvoStar 2022, Madrid, Spain, April 20-22, 2022 : proceedings / $c edited by Eric Medvet, Gisele Pappa, Bing Xue.
246 3 $a EuroGP 2022
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a x, 309 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 13223
505 0 $a Long 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 $a This 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 $a Genetic programming (Computer science) $x Congresses. $3 582167
650 1 4 $a Programming Language. $3 3538935
650 2 4 $a Design and Analysis of Algorithms. $3 3538532
650 2 4 $a Computer Engineering and Networks. $3 3538504
650 2 4 $a Software Engineering. $3 890874
650 2 4 $a Artificial Intelligence. $3 769149
700 1 $a Medvet, Eric. $3 3492445
700 1 $a Pappa, Gisele L. $3 1085464
700 1 $a Xue, Bing. $3 3491393
710 2 $a SpringerLink (Online service) $3 836513
711 2 $a EVOSTAR (Conference) $d (2022 : $c Madrid, Spain) $3 3594916
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 13223. $3 3597911
856 4 0 $u https://doi.org/10.1007/978-3-031-02056-8
950 $a Computer Science (SpringerNature-11645)