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Genetic Programming and Evolvable Machines
基本信息
期刊名称 Genetic Programming and Evolvable Machines
GENET PROGRAM EVOL M
期刊ISSN 1389-2576
期刊官方网站 https://www.springer.com/10710
是否OA No
出版商 Springer New York
出版周期 Quarterly
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始发年份 2000
年文章数 17
影响因子 1.7(2023)  scijournal影响因子  greensci影响因子
中科院SCI期刊分区
大类学科 小类学科 Top 综述
工程技术4区 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 计算机:人工智能4区
COMPUTER SCIENCE, THEORY & METHODS 计算机:理论方法4区
CiteScore
CiteScore排名 CiteScore SJR SNIP
学科 排名 百分位 5.9 0.551 0.885
Mathematics
Theoretical Computer Science
31/130 76%
Computer Science
Computer Science Applications
252/817 69%
Computer Science
Hardware and Architecture
57/177 68%
Computer Science
Software
140/407 65%
补充信息
自引率 11.8%
H-index 36
SCI收录状况 Science Citation Index Expanded
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PubMed Central (PMC) http://www.ncbi.nlm.nih.gov/nlmcatalog?term=1389-2576%5BISSN%5D
投稿指南
期刊投稿网址 https://www.editorialmanager.com/genp
收稿范围
The journal of Genetic Programming and Evolvable Machines is devoted to reporting innovative and significant progress in automatic evolution of software and hardware. Methods for artificial evolution of active components, such as programs or machines, are rapidly developing branches of adaptive computation and adaptive engineering. They entail the development, evaluation and application of methods that mirror the process of neo-Darwinian evolution and produce as a result computational expressions such as algorithms or machines such as mechanical or electronic devices that actively process environmental information and transform their environment. In addition to its main topics, the journal covers related topics such as evolutionary algorithms with variable-size genomes, alternate methods of program induction, approaches to engineering systems development based on embryology, morphogenesis or other techniques inspired by adaptive natural systems.

Methods:

Genetic Programming; Variable-size evolutionary algorithms; Induction of algorithms and symbolic expressions by iterative and non-deterministic search; Evolutionary design and Optimization of electronic circuits and mechanical devices; On-line adaptation of hardware and software; Evolutionary robotics; DNA computing; Coevolutionary techniques; Meta-learning; Hybrid systems; Cellular and Developmental approaches.

Task Domains:

Algorithm evolution; Agents; Architecture; Art and animation; Classification and pattern recognition; Computer graphics; Computing; Circuit design; Data mining; Distributed problem solving; Engineering design applications; Games; Hardware and software testing and verification; Image and signal processing; Interactive evolution; Molecular biology applications; Music; Natural language processing; Network routing; Optimization; Process control; Robotics and motor control; Self-repair; Self-reproduction of software and hardware, Self-programming; System modeling.

Both theoretical papers (preferably including computer simulations) and application papers are welcome. Papers describing hardware implementations are strongly encouraged. Papers in the areas of artificial life, molecular computing and any other emergent computation technique will be considered as well.
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投稿指南 https://link.springer.com/journal/10710/submission-guidelines
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编辑信息

Editor-in-Chief:

Lee Spector, Hampshire College, USA; Amherst College, USA

Founding Editor:

Wolfgang Banzhaf, Michigan State University, USA

Resource Review Editor: 

William B. Langdon, University College London, UK

Advisory Board:

Wolfgang Banzhaf, Michigan State University, USA

Stephanie Forrest, University of New Mexico, USA

David Goldberg, University of Illinois, USA

Erik Goodman, Michigan State University, USA

John Koza, Stanford University, USA

Marc Schoenauer, I.N.R.I.A. Futurs, France

Andy Tyrrell, University of York, UK

Thematic Area Editors:

Area Editor for Life Sciences
James A. Foster, University of Idaho, USA

Area Editor for Software Engineering
Claire Le Goues, Carnegie Mellon University, USA

Area Editor for Data Analytics and Knowledge Discovery
Una-May O'Reilly, Massachusetts Institute of Technology, USA 

Area Editor for Neural Systems 
Sebastian Risi, IT University of Copenhagen, Denmark

Area Editor for Games
Moshe Sipper, Ben-Gurion University, Israel

Associate Editors:

James A. Foster, University of Idaho, USA

Hitoshi Iba, University of Tokyo, Japan

Krzysztof Krawiec, Poznan University of Technology, Poland

William B. Langdon, University College London, UK 

Claire Le Goues, Carnegie Mellon University, USA

Julian Miller, University of York, UK

Alberto Moraglio, University of Exeter, UK

Una-May O'Reilly, Massachusetts Institute of Technology, USA 

Sebastian Risi, IT University of Copenhagen, Denmark

Lukas Sekanina, Brno University of Technology, Czech Republic

Moshe Sipper, Ben-Gurion University, Israel

Stephen Smith, University of York, UK

Terence Soule, University of Idaho, USA

Marco Tomassini, University of Lausanne, Switzerland

Martin Trefzer, University of York, UK

Leonardo Vanneschi, ISEGI, Universidade Nova de Lisboa, Portugal

Editorial Board:

A.I. Esparcia-Alcázar, Universitat Politècnica de ValènciaSpain

L. Altenberg, University of Hawaii at Manoa, USA

M.A. Azad, Birmingham City University, UK

S. Cagnoni, University of Parma, Italy

M. Castelli, Universidade Nova de Lisboa, Portugal

K. Deb, Indian Institute of Technology, India

M. Dorigo, Free University of Brussels, Belgium

M. Ebner, Eberhard Karls Universität Tübingen, Germany

G. Eiben, Vrije Universiteit Amsterdam, The Netherlands

A. Ekart, Aston University, UK

C. Gagne, Laval University, Canada

S.M. Gustafson, Maana, USA

I. Harvey, University of Sussex, UK

M. Heywood, Dalhousie University, Canada

T. Hu, Memorial University of Newfoundland, Canada

C. Jacob, The University of Calgary, Canada

C. Johnson, University of Kent, UK

T. Kalganova, Brunel University, UK

D.B. Kell, UMIST, UK

D. Keymeulen, Jet Propulsion Laboratory, USA

A. Leier, Ph. D., The University of Alabama at Birmingham, USA

M. Lones, Heriot-Watt University, UK

S. Luke, George Mason University, USA

E. Lutton, French National Institute for Agricultural Research, France

P. Machado, University of Coimbra, Portugal

J. Mcdermott, University College Dublin, Ireland

N.F. McPhee, University of Minnesota at Morris, USA

J. Moore, The University of Pennsylvania, Philadelphia, PA

X.H. Nguyen, Hanoi University, Vietnam

M. Nicolau, University College Dublin, Ireland

G. Ochoa, University of Stirling, UK

M. O'Neill, University College Dublin, Ireland

G. Pappa, Universidade Federal de Minas Gerais, Brazil

J. Petke, University College London, UK

L.T. Reyes, Instituto Tecnologico de Tijuana, Mexico

C. Ryan, University of Limerick, Ireland

F. Sarro, University College London, UK

S. Silva, University of Lisboa, Portugal,

G. Squillero, Polytechnic University of Turin, Italy

A. Stoica, California Institute of Technology, USA

I. Tanev, Doshisha University, Japan

A. Tonda, French National Institute of Agricultural Research, France

P. Whigham, University of Otago, New Zealand

M.-L. Wong, Lingnan University, Hong Kong

T. Yu, Independent Consultant, USA

B. Zhang, Seoul National University, Korea

M. Zhang, Victoria University of Wellington, New Zealand


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