EVOLUTIONARY COMPUTATION, published by MIT PRESS, is a premier journal in the field of Computational Mathematics, holding a distinguished Q1 ranking in the 2023 category and an impressive 87th percentile in Scopus rankings for Computational Mathematics. Since its inception in 1996, the journal has served as a critical platform for presenting cutting-edge research and development in the applications and theory of evolutionary algorithms. Recognized for its rigorous peer-review process, EVOLUTIONARY COMPUTATION invites contributions that advance the understanding of algorithmic strategies inspired by natural evolution, thereby playing a significant role in the scientific community. The journal is pivotal for researchers, professionals, and students aiming to explore innovative methodologies and applications of evolutionary techniques in diverse fields. With a focus on fostering collaboration and knowledge dissemination, this journal not only serves the academic community but also impacts industry practices, encouraging the integration of these evolutionary approaches into real-world problems.

SIAM Journal on Scientific Computing is a premier journal published by SIAM Publications, focusing on the interdisciplinary domain of scientific computing. With a significant standing in the academic community, this journal boasts a 2023 Q1 ranking in both Applied Mathematics and Computational Mathematics, positioning it among the top-tier publications in these fields. The journal aims to disseminate high-quality research that applies computational methods to solve scientific and engineering problems, fostering advancements in numerical analysis, algorithms, and software development. Researchers and professionals can greatly benefit from the journal's rigorous peer-review process and its reputation for publishing cutting-edge studies. Though it is not an open-access journal, subscribing institutions and individual subscribers gain access to a wealth of knowledge tailored for those seeking to enhance their expertise in scientific computation. With its established history since 1996 and continuing to publish until 2024, the SIAM Journal on Scientific Computing remains an essential resource for students, researchers, and professionals dedicated to pushing the boundaries of this dynamic field.

Natural Computing is a leading peer-reviewed journal published by Springer, focusing on the interdisciplinary study of natural computation methods and their applications across various domains. With an ISSN of 1567-7818 and an E-ISSN of 1572-9796, this journal has established itself as vital in the field of Computer Science Applications, as reflected in its esteemed Q2 quartile ranking and a Scopus rank of #358 among 817 journals, placing it in the 56th percentile. Based in the Netherlands, Natural Computing covers a diverse range of topics, including computational models inspired by natural systems, evolutionary algorithms, and swarm intelligence. Seeking to bridge the gap between theoretical research and practical applications, this journal serves researchers, professionals, and students by providing insights and advancements in the field. With a commitment to fostering innovation, Natural Computing aims to push the boundaries of understanding in computational methods inspired by nature, making it an essential resource for those looking to contribute to and stay updated within this dynamic area.

Optimization Letters, published by SPRINGER HEIDELBERG, is a leading journal dedicated to the field of optimization, serving as a platform for high-quality research that spans across mathematics, control, and management disciplines. Based in Germany, this journal has been pivotal in advancing the theory and applications of optimization since its inception in 2007, converging a wide scope of innovative methodologies and practical applications up until 2024. With an impressive Scopus ranking placing it in the Q2 category for both Business, Management and Accounting (miscellaneous) and Control and Optimization, it reflects the journal's commitment to disseminating impactful research. Researchers and practitioners benefit from the journal’s rigorous peer-review process, enhancing its credibility within the academic community. Optimization Letters invites contributions that encapsulate novel findings and methodologies that drive forward the understanding and applications of optimization, making it an invaluable resource for those in related fields.

Mathematical Foundations of Computing, published by the American Institute of Mathematical Sciences (AIMS), is a distinguished open-access journal that has been actively disseminating influential research in the fields of Artificial Intelligence, Computational Mathematics, Computational Theory and Mathematics, and Theoretical Computer Science since its inception in 2009. With its E-ISSN 2577-8838, this journal is committed to providing researchers and practitioners with cutting-edge mathematical theories and methodologies that underpin modern computational practices, which is critical for advancing the field. The journal proudly holds a Q3 categorization in several relevant domains as of 2023, reflecting its contribution and accessibility amid an evolving academic landscape. By offering open access to its content, it ensures that vital research is freely available to a global audience, enhancing collaboration and innovation. Positioned in the heart of the United States, Mathematical Foundations of Computing serves as a crucial resource for advancing knowledge and fostering discussions among researchers, professionals, and students passionate about the mathematical underpinnings of computing.

International Journal of Optimization and Control-Theories & Applications (IJOCTA), published by Ramazan Yaman, stands as a pivotal platform in the fields of applied mathematics and control optimization. With an ISSN of 2146-0957 and an E-ISSN of 2146-5703, IJOCTA has embraced an Open Access model since 2011, ensuring that its scholarly contributions are widely accessible to researchers, professionals, and students alike. Based in Turkey at the Istanbul Atlas University, the journal is committed to advancing the scope of optimization and control theories, featuring comprehensive studies that bridge theoretical foundations with practical applications. Despite its relatively recent surge, IJOCTA has achieved impressive standings, including a Q3 quartile ranking in both Applied Mathematics and Control and Optimization for 2023, alongside commendable Scopus rankings (Rank #192 in Applied Mathematics and Rank #44 in Control and Optimization). These metrics underscore the journal’s growing significance and impact within the global research community, making it an invaluable resource for those seeking to explore contemporary developments in optimization and control.

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.

Evolutionary Intelligence is a prestigious journal published by Springer Heidelberg, dedicated to the interdisciplinary study of Artificial Intelligence, Cognitive Neuroscience, Computer Vision, and Mathematics. With its ISSN 1864-5909 and E-ISSN 1864-5917, the journal has established a significant presence in the academic community since its inception in 2008. Spanning a diverse range of topics relevant to both theoretical and empirical research, it has achieved impressive rankings, including Q3 in Artificial Intelligence and Cognitive Neuroscience, and Q2 in Computer Vision and Pattern Recognition as of 2023. With a strong Scopus ranking that places it in the top quartiles of its field, Evolutionary Intelligence serves as an essential platform for scholars and practitioners seeking to advance knowledge and foster innovation in these dynamic fields. Researchers, professionals, and students alike will find invaluable insights and cutting-edge findings that challenge existing paradigms and inspire future explorations in intelligence-related studies.

International Journal of Swarm Intelligence Research, published by IGI Global, stands at the forefront of research in the dynamic field of artificial intelligence, focusing specifically on swarm intelligence and its applications. With an ISSN of 1947-9263 and an E-ISSN of 1947-9271, this journal has carved a niche within academia since its inception, boasting a commendable Q3 rank in the categories of Artificial Intelligence, Computational Theory and Mathematics, and Computer Science Applications as of 2023. The journal spans vital research from the years 2017 to 2024, fostering an environment that welcomes innovative studies that apply natural systems principles to computational methodologies. Although not classified as Open Access, the journal remains accessible to a broad audience, providing vital insights and fostering discussion among researchers, professionals, and students delving into cutting-edge swarm intelligence topics. As such, this journal is an essential resource for those aiming to advance their understanding and application of these transformative technologies.

SOFT COMPUTING is a premier international journal published by Springer, focusing on the interdisciplinary field of soft computing, which includes areas such as fuzzy logic, neural networks, genetic algorithms, and their applications. With an ISSN of 1432-7643 and E-ISSN 1433-7479, the journal is based in Germany and contributes significantly to the advancement of knowledge in its fields, boasting an impressive Scopus ranking that places it in the top echelons of Geometry and Topology, Theoretical Computer Science, and Software categories. In the 2023 category quartiles, it has achieved Q2 rankings in multiple disciplines, reflecting its high-quality research contributions. Though not Open Access, the journal's rigor and relevance to contemporary issues make it a favored resource for researchers, professionals, and students alike. From its inception in 2000 and spanning across the years until 2024, SOFT COMPUTING continues to serve as a robust platform for innovative research and theoretical advancements, making it an essential read for anyone engaged in the rapidly evolving landscape of computational intelligence.