Natural Computing

Scope & Guideline

Innovating Through Nature's Computational Wisdom

Introduction

Explore the comprehensive scope of Natural Computing through our detailed guidelines, including its aims and scope. Stay updated with trending and emerging topics, and delve into declining areas to understand shifts in academic interest. Our guidelines also showcase highly cited topics, featuring influential research making a significant impact. Additionally, discover the latest published papers and those with high citation counts, offering a snapshot of current scholarly conversations. Use these guidelines to explore Natural Computing in depth and align your research initiatives with current academic trends.
LanguageEnglish
ISSN1567-7818
PublisherSPRINGER
Support Open AccessNo
CountryNetherlands
TypeJournal
Convergefrom 2003 to 2024
AbbreviationNAT COMPUT / Nat. Comput.
Frequency4 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressVAN GODEWIJCKSTRAAT 30, 3311 GZ DORDRECHT, NETHERLANDS

Aims and Scopes

Natural Computing focuses on the intersection of computational theory and natural systems, exploring how biological and physical processes can inspire and inform computational models and algorithms. The journal emphasizes the development of novel computational models and techniques that leverage concepts from nature, including but not limited to cellular automata, reaction systems, and evolutionary algorithms.
  1. Computational Models Inspired by Nature:
    The journal explores a wide array of computational models that draw inspiration from biological processes, such as cellular automata, spiking neural networks, and reaction-diffusion systems.
  2. Algorithm Development and Optimization:
    Natural Computing features research focused on developing new algorithms, particularly those that are nature-inspired, for solving complex optimization problems across various domains.
  3. Theoretical Foundations of Natural Computing:
    Research published in the journal often delves into the theoretical aspects of natural computing, including complexity analysis and the computational power of different models.
  4. Applications of Natural Computing:
    The journal includes studies that apply natural computing techniques to real-world problems, such as optimization in logistics, bioinformatics, and autonomous systems.
  5. Interdisciplinary Approaches:
    Natural Computing promotes interdisciplinary research that combines insights from computer science, biology, physics, and engineering to enhance computational methodologies.
Natural Computing is currently witnessing the emergence of several dynamic and innovative research themes. These trends indicate a shift towards more complex, interdisciplinary approaches that integrate advanced computational techniques with real-world applications.
  1. Integration of Machine Learning with Natural Computing:
    The convergence of machine learning techniques with natural computing methods is gaining momentum, reflecting the demand for more adaptive and intelligent systems.
  2. Dynamic and Adaptive Systems:
    Research into dynamic systems that can adapt to changing environments is on the rise, highlighting the need for algorithms that can operate effectively in real-time contexts.
  3. Hybrid Computational Models:
    There is an increasing trend toward developing hybrid models that combine elements from various computational paradigms, such as genetic algorithms with neural networks or cellular automata.
  4. Bioinformatics and Computational Biology Applications:
    The application of natural computing methodologies in bioinformatics and computational biology is expanding, driven by the need to solve complex biological problems.
  5. Advanced Reaction Systems and Molecular Computing:
    Recent publications indicate a growing interest in reaction systems and molecular computing, exploring their potential for solving computational problems and modeling biological processes.

Declining or Waning

While Natural Computing has consistently focused on a variety of themes, certain areas have shown signs of waning interest over recent years. This may reflect shifts in research priorities or advancements in other methodologies that overshadow previous approaches.
  1. Classical Evolutionary Algorithms:
    There has been a decline in publications focused solely on classical evolutionary algorithms, as researchers increasingly explore hybrid approaches or integrate machine learning techniques.
  2. Basic Cellular Automata Studies:
    Research centered on basic cellular automata without novel applications or theoretical advancements appears to be decreasing, potentially due to saturation in this area.
  3. Static Optimization Problems:
    The focus on static optimization problems has decreased in favor of dynamic or adaptive optimization scenarios, reflecting a shift towards more complex real-world challenges.
  4. Traditional Genetic Algorithms:
    While genetic algorithms remain relevant, the focus on traditional implementations without enhancements or adaptations is less pronounced, as new methodologies gain traction.
  5. Single-Objective Optimization:
    There is a noticeable reduction in studies addressing single-objective optimization problems, with an increasing emphasis on multi-objective and complex problem-solving.

Similar Journals

JOURNAL OF COMPUTER AND SYSTEM SCIENCES

Fostering excellence in theoretical and practical computer science.
Publisher: ACADEMIC PRESS INC ELSEVIER SCIENCEISSN: 0022-0000Frequency: 8 issues/year

The Journal of Computer and System Sciences is a distinguished publication founded in 1967 and continually striving to push the boundaries of knowledge in computer science and applied mathematics. Published by Academic Press Inc, Elsevier Science, this journal boasts impressive credentials, holding a Q1 quartile ranking across multiple categories including Applied Mathematics, Computational Theory and Mathematics, Computer Networks and Communications, and Theoretical Computer Science as of 2023. With a focus on innovative research and comprehensive theoretical developments, this journal serves as a pivotal forum for authors and readers alike, facilitating cutting-edge contributions to the field. The journal is not currently open access, providing a curated selection of high-quality articles for its subscription residents. By engaging with this journal, researchers, professionals, and students can gain insight into the latest trends, prominent methodologies, and significant findings that shape the modern landscape of computing and systems analysis.

RAIRO-THEORETICAL INFORMATICS AND APPLICATIONS

Innovating Insights for the Future of Informatics.
Publisher: EDP SCIENCES S AISSN: 0988-3754Frequency: 1 issue/year

RAIRO - Theoretical Informatics and Applications is a renowned academic journal published by EDP Sciences S A that has been at the forefront of disseminating innovative research and applications in the fields of computer science and mathematics since its inception in 1995. With a focus on theoretical and applied aspects of informatics, the journal serves as a vital resource for researchers and professionals seeking to explore the intricacies of computational theories and their practical applications. Although currently lacking an Open Access model, it provides invaluable insights from distinguished researchers within its Q4 category rankings across its pertinent fields. As reflected in its Scopus rankings, including a position in the 24th percentile for General Mathematics and the 9th percentile for Computer Science Applications, RAIRO is pivotal in contributing to the ongoing discourse and advancements in theoretical informatics. Researchers, professionals, and students will find this journal critical in understanding emerging trends and challenges in the rapidly evolving domains of computer science and mathematics.

International Journal of Software Science and Computational Intelligence-IJSSCI

Fostering Innovation in Computational Intelligence
Publisher: IGI GLOBALISSN: 1942-9045Frequency: 4 issues/year

International Journal of Software Science and Computational Intelligence (IJSSCI) is a prominent academic journal published by IGI Global, dedicated to advancing the fields of software science and computational intelligence. With its ISSN 1942-9045 and E-ISSN 1942-9037, IJSSCI offers a platform for researchers, practitioners, and students to disseminate innovative research findings, theoretical advancements, and practical applications in areas such as algorithm development, machine learning, and software engineering. Although the journal currently does not operate under an open access model, its rigorous peer-review process ensures high-quality publications that contribute significantly to the academic discourse. Based in Hershey, PA, IJSSCI is recognized for its commitment to fostering collaboration among professionals in the technology and computer science fields, making it an essential resource for those looking to stay at the forefront of software science advancements.

Journal of Cellular Automata

Cultivating Insights in Control and Systems Engineering
Publisher: OLD CITY PUBLISHING INCISSN: 1557-5969Frequency: 4 issues/year

Welcome to the Journal of Cellular Automata, an esteemed publication dedicated to advancing the understanding and application of cellular automata in various contexts. Published by OLD CITY PUBLISHING INC in the United States, this journal serves as a pivotal platform for researchers, professionals, and students in the fields of Computer Science and Control and Systems Engineering. Since its inception in 2008, the journal has provided a unique avenue for disseminating original research, reviews, and case studies that drive innovation in these interdisciplinary areas. Although it currently holds a Q4 ranking in Scopus for both Computer Science and Control and Systems Engineering categories, the journal aims to enhance its impact through rigorous peer review and the promotion of groundbreaking ideas. While access options do not include an open-access model, contributors and investigators can look forward to a vibrant exchange of knowledge dedicated to exploring the complexities and applications of cellular automata in various systems. Join us in our journey as we delve into the intricacies of this fascinating domain, contributing to the collective understanding and technological advancement within the scientific community.

BIOSYSTEMS

Fostering collaboration across disciplines to tackle biological challenges.
Publisher: ELSEVIER SCI LTDISSN: 0303-2647Frequency: 12 issues/year

BIOSYSTEMS is a prestigious academic journal published by Elsevier Science Ltd, dedicated to the interdisciplinary fields of applied mathematics, biochemistry, genetics, molecular biology, medicine, modeling and simulation, and statistics and probability. Established in 1967, this journal has carved a niche in presenting innovative research that bridges theoretical and practical aspects of biological systems, making it essential reading for researchers, professionals, and students alike. With a robust impact factor and a Q3 category ranking across various fields, BIOSYSTEMS is recognized for its contributions to advancing scientific knowledge and fostering collaborations among disciplines. The journal's rigorous peer-review process ensures high-quality and impactful articles that address complex biological challenges through quantitative and qualitative methods. As a vital resource for the academic community, BIOSYSTEMS invites submissions that enhance understanding of biosystem processes, enabling readers to stay at the forefront of research trends and applications.

CCF Transactions on High Performance Computing

Transforming Computational Practices through Rigorous Research
Publisher: SPRINGERNATUREISSN: 2524-4922Frequency: 4 issues/year

CCF Transactions on High Performance Computing, published by SPRINGERNATURE, is an esteemed academic journal dedicated to advancing research in the field of high-performance computing. With an ISSN of 2524-4922 and E-ISSN of 2524-4930, this journal provides a platform for disseminating innovative findings, methodologies, and technologies that shape computational practices within various domains. Operating from Germany, it serves a global audience, reinforcing its impact through an impressive categorization in the Q3 quartile across multiple fields, including Computer Science Applications and Information Systems. The journal, which covers research from 2019 to 2024, plays a crucial role in bridging gaps between theory and practical implementation in hardware architecture and software systems. Although it is not an open-access journal, its contributions are invaluable for researchers, professionals, and students invested in the continuous evolution of high-performance computing. With Scopus rankings that highlight its relevance and influence in the academic community, CCF Transactions on High Performance Computing remains a key resource for the latest developments in this dynamic and rapidly evolving discipline.

THEORY OF COMPUTING SYSTEMS

Charting New Territories in Computational Research
Publisher: SPRINGERISSN: 1432-4350Frequency: 6 issues/year

THEORY OF COMPUTING SYSTEMS, published by SPRINGER, is a renowned journal that has been a cornerstone in the fields of computational theory and theoretical computer science since its inception in 1996. With an ISSN of 1432-4350 and an E-ISSN of 1433-0490, this journal is committed to disseminating high-quality research that explores the underlying principles of computing systems and their theoretical foundations. Positioned in the Q2 category for both Computational Theory and Mathematics and Theoretical Computer Science, it plays a vital role in advancing scholarly dialogue and innovation within these disciplines, as evidenced by its rankings within the Scopus index. Researchers and professionals can access this journal in various formats, ensuring that cutting-edge research is readily available for a global audience. With a clear focus on fostering interdisciplinary collaboration and exploring emerging trends, THEORY OF COMPUTING SYSTEMS is essential reading for anyone interested in the evolution of computing theory and its applications.

ACTA INFORMATICA

Pioneering Research for a Digital Future.
Publisher: SPRINGERISSN: 0001-5903Frequency: 8 issues/year

ACTA INFORMATICA is a prestigious academic journal published by Springer, dedicated to advancing the fields of computer networks and communications, information systems, and software engineering. With an ISSN of 0001-5903 and an E-ISSN of 1432-0525, the journal has continued to thrive since its inception in 1971 and is set to cover research up until 2024. Although it currently operates within a Q3 category in its respective fields, it is recognized for providing a platform for high-quality, peer-reviewed research, which is essential for fostering innovation and knowledge dissemination in computer science. While it does not offer an open access option, scholars benefit from its rigorous editorial standards and comprehensive coverage of significant trends and methodologies. The journal is conveniently based in New York, NY, USA, further enhancing its accessibility to a global audience. Researchers, professionals, and students alike will find ACTA INFORMATICA a valuable resource for staying abreast of the latest developments and breakthroughs in this vital area of study.

International Journal of Bio-Inspired Computation

Exploring Nature's Wisdom in Computational Innovation
Publisher: INDERSCIENCE ENTERPRISES LTDISSN: 1758-0366Frequency: 4 issues/year

International Journal of Bio-Inspired Computation, published by INDERSCIENCE ENTERPRISES LTD, is a leading platform dedicated to advancing research in the fields of bio-inspired computing and its applications. With a robust ISSN of 1758-0366 and E-ISSN of 1758-0374, this journal contributes significantly to the discourse in Computer Science, particularly emphasizing theoretical and practical frameworks that mirror natural processes. Situated in Switzerland, this peer-reviewed journal operates under a rigorous editorial process, ensuring high-quality publications that attract considerable attention, as evidenced by its placement in the Q2 category for 2023 in General Computer Science and Q3 in Theoretical Computer Science. With Scopus rankings reflecting its growing influence—ranked #62 out of 232 in General Computer Science and #36 out of 130 in Theoretical Computer Science—this journal invites researchers, professionals, and students to explore innovative methodologies and development in bio-inspired technologies. Although it currently does not adopt an open-access model, the journal remains committed to disseminating vital research that fuels advancements in computational intelligence, fostering collaboration and knowledge exchange in the ever-evolving landscape of computing.

International Journal of Unconventional Computing

Unleashing the Potential of Unconventional Computation
Publisher: OLD CITY PUBLISHING INCISSN: 1548-7199Frequency: 6 issues/year

The International Journal of Unconventional Computing, published by OLD CITY PUBLISHING INC, is a pivotal platform for innovative research within the field of Computational Science. With a significant focus on unconventional computing methods, this journal aims to explore new paradigms and approaches that challenge traditional computational models. Launched in 2008 and running through 2024, it has established itself as a noteworthy publication in its domain, currently categorized in the Q3 quartile for Computer Science (miscellaneous). While it holds a Scopus rank of #143 out of 232 in General Computer Science, the journal continues to attract submissions from a diverse range of scholars—fostering a rich dialogue on cutting-edge developments. As an essential resource for researchers, students, and professionals eager to delve into pioneering computing techniques, this journal invites the global academic community to contribute and engage with its content. Access options vary, promoting flexibility for readers interested in exploring unconventional methodologies in computing.