Journal Information
Genetic Programming and Evolvable Machines
https://link.springer.com/journal/10710
Impact Factor:
1.700
Publisher:
Springer
ISSN:
1389-2576
Viewed:
9508
Tracked:
2
Call For Papers
Aims and scope

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.
Last updated by Dou Sun in 2024-07-21
Related Conferences
CCFCOREQUALISShortFull NameSubmissionNotificationConference
GISTAMInternational Conference on Geographical Information Systems Theory, Applications and Management2015-12-102016-02-032016-04-26
baa2ICSInternational Conference on Supercomputing2024-01-112024-04-022024-06-04
b5PAAPInternational Symposium on Parallel Architectures, Algorithms and Programming2022-07-302022-09-302022-11-04
bb2SBAC-PADInternational Symposium on Computer Architecture and High Performance Computing2022-07-012022-09-052022-11-02
b4MFPSInternational Conference on the Mathematical Foundations of Programming Semantics2015-04-032015-05-152015-06-22
baa2Euro-ParEuropean Conference on Parallel and Distributed Computing  2025-08-25
IntelliSysSAI Intelligent Systems Conference2019-02-012019-02-152019-09-05
baa2RTASIEEE Real-Time and Embedded Technology and Applications Symposium2024-10-312025-01-232025-05-06
baCLUSTERIEEE Cluster2024-04-252024-07-052024-09-24
MEIEInternational Conference on Mechanical, Electric and Industrial Engineering2024-03-20 2024-05-21
Recommendation