COMPLEXITY
Scope & Guideline
Innovating Understanding Through Complex Systems Research
Introduction
Aims and Scopes
- Complex Systems Modeling and Analysis:
Research papers often explore the dynamics and behaviors of complex systems, including ecological models, economic systems, and social networks, using mathematical and computational techniques. - Interdisciplinary Applications of Complexity Theory:
The journal emphasizes the application of complexity theory in diverse fields such as ecology, sociology, economics, and engineering, showcasing how complex interactions influence system behavior. - Data-Driven Approaches and Machine Learning:
There is a significant focus on employing machine learning and data analytics to solve complex problems, enhance predictions, and optimize systems, reflecting the growing trend towards data-centric research. - Control Systems and Optimization Techniques:
Many studies involve developing control strategies for complex systems, including adaptive control, robust control, and optimization algorithms, highlighting practical implications for engineering and technology. - Epidemiological Modeling and Public Health:
The journal publishes research on modeling infectious diseases and public health dynamics, particularly in the context of global health challenges such as pandemics.
Trending and Emerging
- Artificial Intelligence and Machine Learning:
There is a notable increase in publications utilizing AI and machine learning techniques for predictive modeling, optimization, and data analysis, indicating a strong trend towards integrating these technologies into complexity science. - Network Theory and Graph Analysis:
Research focusing on complex networks, including social networks, ecological networks, and transportation networks, is trending, highlighting the importance of network structures in understanding complex systems. - Sustainability and Environmental Impact:
Emerging themes related to sustainability, including the impact of climate change and resource management, are increasingly featured, reflecting global concerns and the need for sustainable solutions. - Dynamic Systems and Control Strategies:
A growing interest in the dynamics of complex systems and the development of innovative control strategies to manage these systems effectively is evident, particularly in engineering and robotics. - Health Informatics and Epidemiological Modeling:
Research related to health informatics, especially in the context of epidemic modeling and public health responses, has surged, particularly in light of recent global health crises.
Declining or Waning
- Traditional Statistical Methods:
There seems to be a shift away from classical statistical methods towards more advanced machine learning and data-driven approaches, indicating a waning interest in conventional techniques. - Basic Theoretical Discussions:
The journal's focus has increasingly moved towards applied research and case studies, with fewer publications dedicated to purely theoretical discussions or foundational aspects of complexity science. - Single-Domain Applications:
Research that is limited to a single domain, without interdisciplinary connections, appears to be less favored. There is a growing preference for studies that integrate multiple fields and perspectives. - Qualitative Research Methods:
Qualitative studies have become less frequent, as the journal increasingly prioritizes quantitative and computational methodologies that provide measurable outcomes and predictive insights.
Similar Journals
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME
Elevating understanding in dynamic systems and control mechanisms.JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL - TRANSACTIONS OF THE ASME is a renowned periodical published by the American Society of Mechanical Engineers (ASME), focused on advancing the field of dynamic systems, measurement, and control. With a rich publication history spanning from 1971 to 2025, this journal serves as a pivotal platform for disseminating high-quality research aimed at enhancing understanding and innovation in various sectors, including mechanical engineering, control and systems engineering, and information systems. The journal currently holds a respectable Q2 category ranking in multiple fields, reflecting its commitment to excellence and rigorous peer-review standards. Although it does not offer open access, its extensive reach within the academic community exemplifies its significance, making it an indispensable resource for researchers, professionals, and students eager to engage with cutting-edge advancements. For those seeking to expand their knowledge and contribute to the dialogue surrounding dynamic systems and control mechanisms, JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL stands out as a critical reference.
Journal of Systems Science & Complexity
Connecting Disciplines to Illuminate Complex Systems.The Journal of Systems Science & Complexity, published by SPRINGER HEIDELBERG, stands as a leading forum for innovative research in the fields of computer science and information systems. With an ISSN of 1009-6124 and an E-ISSN of 1559-7067, this journal has established itself within the academic community, garnering a commendable impact factor that reflects its influential contributions. Operating from 2006 and continuing through 2024, it is categorized in the Q2 quartile for both Computer Science (Miscellaneous) and Information Systems, indicating its quality and relevance. Recognized within Scopus rankings, it places 52nd out of 133 in its specific field, affirming its significance in advancing systems science discussions. Researchers and professionals will find a wealth of knowledge through rigorous peer-reviewed articles that explore complex systems and their applications, enabling readers to stay at the forefront of technological advancements and interdisciplinary collaboration.
MODELING IDENTIFICATION AND CONTROL
Fostering Collaboration Across Engineering DisciplinesMODELING IDENTIFICATION AND CONTROL is a prominent academic journal dedicated to the fields of Computer Science Applications, Control and Systems Engineering, Modeling and Simulation, and Software. Published by MIC in Norway, this open access journal has been providing valuable insights and innovative research since 1980, promoting the free dissemination of knowledge. With a reputation reflected in its 2023 quartile rankings—Q3 in Computer Science Applications, Q2 in Control and Systems Engineering, and Modeling and Simulation, as well as Q3 in Software—this journal plays a vital role in advancing theoretical and practical solutions within its disciplines. Researchers and professionals benefit from its rigorous peer-review process and impactful publications, fostering collaboration and the exploration of emerging technologies across various applications. The journal's continual commitment to excellence is exemplified by its active presence in Scopus, where it maintains respectable rankings in relevant engineering and computer science subcategories, supporting its goal to be a pivotal resource for scholarly communication and practical advancements.
APPLIED MATHEMATICS AND COMPUTATION
Empowering Researchers Through Mathematical InsightsApplied Mathematics and Computation is a premier journal dedicated to the dissemination of high-quality research in the field of applied mathematics and computational methods. Published by Elsevier Science Inc, this influential journal has established itself as a key resource for researchers, professionals, and students interested in mathematical modeling, numerical analysis, computational algorithms, and their applications across various disciplines. With an impressive impact factor reflecting its scholarly credibility, it holds a distinguished position in the Q1 quartile for both applied and computational mathematics as of 2023, ranking #31/635 and #12/189 in Scopus categories respectively, thereby indicating its significant impact on the academic community. The journal encompasses a broad spectrum of topics, encouraging original research, critical reviews, and innovative methodologies that address real-world challenges. Although it currently does not offer open access options, it remains a cornerstone publication for those at the forefront of mathematical research, continuously bridging theory with practical computation since its inception in 1975.
Engineering Letters
Unleashing Creativity in the Engineering LandscapeEngineering Letters, published by NEWSWOOD LTD, is a prominent journal in the field of engineering, focusing on innovative research and interdisciplinary studies that reflect the current trends and applications in the engineering landscape. With an ISSN of 1816-093X and an E-ISSN of 1816-0948, this open-access journal strives to provide a platform for researchers, professionals, and students to disseminate insights and findings that contribute to engineering knowledge. Based in Hong Kong, Engineering Letters has maintained a respectable standing with a 2023 Q3 quartile ranking in the miscellaneous category of engineering and ranks #142 out of 307 in general engineering according to Scopus, signifying its influence with a 53rd percentile ranking. The journal’s convergence years, spanning from 2009 to 2024, encapsulate an evolving landscape of engineering discussions and innovations, aimed at fostering collaborations and inspiring the next generation of engineers.
Journal of Cellular Automata
Fostering Innovation in Computational ParadigmsWelcome 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.
NONLINEAR DYNAMICS
Pioneering Research in Diverse Engineering FieldsNONLINEAR DYNAMICS is an esteemed academic journal published by SPRINGER, focusing on a diverse range of topics within the fields of Aerospace Engineering, Applied Mathematics, Control and Systems Engineering, Electrical and Electronic Engineering, Mechanical Engineering, and Ocean Engineering. Since its inception in 1990, this journal has become a premier platform for disseminating cutting-edge research and innovative methodologies from both theoretical and practical perspectives. With a high impact factor and ranked in the Q1 quartile across several engineering and mathematics categories, NONLINEAR DYNAMICS is recognized for its significant contribution to advancing knowledge and technology in nonlinear phenomena. Researchers and professionals are encouraged to engage with this journal to publish their findings and stay at the forefront of developments. Although it does not offer open access options, the journal ensures rigorous peer review, enhancing the credibility and visibility of published work.
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS
Pioneering innovative research since 1826.JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, published by Pergamon-Elsevier Science Ltd, stands as a premier platform for disseminating cutting-edge research in the fields of applied mathematics, computer networks and communications, control and systems engineering, and signal processing. Established in 1826, this esteemed journal carries a rich heritage of scholarly contributions and continues to be influential, evident in its 2023 recognition as a Q1 journal across multiple research categories. With its commitment to advancing knowledge and innovation, the journal invites researchers, professionals, and students to engage with a diverse array of rigorous studies designed to push the boundaries of engineering and applied mathematics. Although open access options are currently unavailable, the journal maintains a robust publication standard, ensuring that each article undergoes a meticulous peer-review process. By contributing to the JOURNAL OF THE FRANKLIN INSTITUTE, authors can enhance their visibility and impact within the global academic community, solidifying the journal’s role as a cornerstone of research and development.
Nonlinear Engineering - Modeling and Application
Connecting Theory and Application in Nonlinear EngineeringNonlinear Engineering - Modeling and Application is a premier journal dedicated to advancing the fields of engineering, modeling, and simulation, published by De Gruyter Poland Sp. z o.o. since 2012. With an impressive impact factor reflected in its prestigious rankings—Q2 in Chemical Engineering and Miscellaneous Engineering and Q3 in Computer Networks and Communications—this journal serves as an invaluable resource for researchers and practitioners seeking to explore the intricacies of nonlinear systems and their applications. As an Open Access journal since 2019, it ensures that groundbreaking research is readily available to the global community, fostering collaboration and innovation. Situated at the forefront of its field, Nonlinear Engineering provides high-quality, peer-reviewed articles that contribute to understanding complex phenomena in various engineering disciplines, making it an essential publication for those eager to stay on the cutting edge of technology and research.
International Journal of Computing Science and Mathematics
Unveiling New Dimensions in Applied Mathematics and ComputationThe International Journal of Computing Science and Mathematics, published by INDERSCIENCE ENTERPRISES LTD, is a pivotal platform for the dissemination of cutting-edge research in the intertwined disciplines of computing science and mathematics. With an ISSN of 1752-5055 and an E-ISSN of 1752-5063, the journal primarily serves the academic community engaged in applied mathematics, computational mathematics, theoretical computer science, and more, making significant contributions that resonate across various fields of technology and science. While the journal is currently categorized in the Q4 quartile for multiple related fields, including Applied Mathematics and Computational Theory, it continues to strive towards advancing the knowledge and practice within these areas. Spanning years from 2007 to 2010 and again from 2012 to 2024, the journal seeks to publish high-quality, peer-reviewed articles that not only address theoretical advancements but also explore practical applications of computing science in mathematical contexts, thereby fostering collaboration among researchers, professionals, and students alike. Please note that this journal is not available as Open Access, thus ensuring a curated content selection intended for dedicated research communities.