ENGINEERING OPTIMIZATION is a premier academic journal published by Taylor & Francis Ltd that has been at the forefront of the fields of Applied Mathematics, Computer Science Applications, Control and Optimization, Industrial and Manufacturing Engineering, and Management Science and Operations Research since its inception in 1974. With an impressive convergence period extending through 2024 and categorized in the Q2 quartile across various relevant disciplines, this journal is well-regarded for its rigorous peer-reviewed articles that address the latest advancements in optimization methodologies and their applications across industries. With current Scopus rankings placing it in the top percentiles for Applied Mathematics and Control and Optimization, ENGINEERING OPTIMIZATION serves as a vital resource for researchers, professionals, and students alike, dedicated to pushing the boundaries of knowledge and innovation in engineering and related fields. This journal does not offer Open Access; however, it remains accessible through institutional subscriptions and university libraries.

EURO Journal on Computational Optimization, published by ELSEVIER, is a leading open-access journal that has been advancing the field of computational optimization since its inception in 2013. Catering to a diverse audience of researchers, professionals, and students, this journal addresses critical developments in computational mathematics, control and optimization, and management science. With an impressive Q1 category ranking in multiple areas, including Computational Mathematics and Management Science and Operations Research, the journal serves as a pivotal platform for disseminating groundbreaking research and innovative methodologies. Its commitment to open access ensures that valuable insights are readily available to the global academic community. With a continuous publication timeline through 2024, the EURO Journal on Computational Optimization is positioned at the forefront of its field, fostering collaboration and innovation in optimization techniques and applications.

SIAM Journal on Optimization is a prestigious academic journal published by SIAM Publications, dedicated to advancing the field of optimization within applied mathematics, theoretical computer science, and software. Since its inception in 1991, the journal has maintained a rigorous commitment to publishing high-quality research that drives innovation and application in optimization theory and methodology. With a significant impact factor and currently ranking in the Q1 quartile across various academic categories, the journal serves as an essential platform for researchers, professionals, and students aiming to contribute to this dynamic field. Although it does not currently offer open access, the journal's robust reputation and extensive reach make it an invaluable resource for those looking to stay at the forefront of optimization research. Based in Philadelphia, PA, this journal plays a crucial role in disseminating pivotal findings that enhance both theoretical understanding and practical applications of optimization in diverse domains.

Numerical Algebra Control and Optimization is a distinguished journal published by the American Institute of Mathematical Sciences (AIMS), dedicated to advancing the fields of algebra, applied mathematics, and optimization techniques. With an ISSN of 2155-3289 and E-ISSN 2155-3297, the journal provides a vital platform for researchers to disseminate significant findings and innovative methods in numerical analysis and its applications. Operating since 2011 and continuing to 2024, the journal holds a prominent position in the academic community, evidenced by its 2023 Quartile 3 ranking in categories such as Algebra and Number Theory, Applied Mathematics, and Control and Optimization. With robust Scopus rankings reflecting the journal's impact—93rd percentile in Algebra and Number Theory, 65th in Applied Mathematics, and 61st in Control and Optimization—it serves as a key resource for scholars striving to push the boundaries of mathematical research. While it remains a subscription-based journal, its commitment to scholarly excellence positions it as an essential reference for professionals, researchers, and students seeking to explore the intricate world of numerical algebra and optimization.

Computers & Chemical Engineering, published by Pergamon-Elsevier Science Ltd, stands at the forefront of research at the intersection of chemical engineering and computer science. With an ISSN of 0098-1354 and an E-ISSN of 1873-4375, this esteemed journal has been a vital resource since its inception in 1977, with coverage extending to 2025. It is categorized as Q1 in Chemical Engineering (miscellaneous) and Q2 in Computer Science Applications for 2023, highlighting its significant impact within these fields. Notably, the journal boasts impressive Scopus ranks, placing it in the 84th and 82nd percentiles for Chemical Engineering and Computer Science Applications, respectively. A treasure trove for researchers, professionals, and students alike, Computers & Chemical Engineering focuses on the latest trends and innovations in computational techniques, algorithm development, and their applications to chemical processes, ensuring an avenue for groundbreaking findings and collaborative dialogues. While not an open-access publication, it remains a critical reference point for those seeking robust, peer-reviewed research in the rapidly evolving landscape of chemical engineering and computational methods.

Discrete Optimization is a leading academic journal published by Elsevier, focusing on the pivotal field of discrete optimization, which plays a crucial role in various domains including applied mathematics, computational theory, and theoretical computer science. With its ISSN 1572-5286 and E-ISSN 1873-636X, the journal offers a platform for researchers to disseminate their findings and contribute to the advancement of knowledge in discrete methodologies and algorithmic strategies. Discrete Optimization has demonstrated a steady path of progress, recognized in 2023 with a Q3 quartile ranking across applied mathematics, computational theory, and theoretical computer science categories, indicating it is a respected journal within these competitive fields. Although currently a subscription-based journal, it continues to inspire innovative research and offers valuable insights for researchers, professionals, and students alike. The journal serves as an essential resource for those seeking to deepen their understanding and application of optimization techniques, contributing to the ongoing evolution of the discipline.

OPTIMAL CONTROL APPLICATIONS & METHODS, published by WILEY, is a prestigious academic journal dedicated to advancing the field of applied mathematics, control, and optimization. With an impressive impact factor in its respective categories—ranking in the second quartile for Applied Mathematics, Control and Optimization, and Control and Systems Engineering—the journal serves as a vital platform for disseminating innovative research findings and methodologies from 1980 to 2024. The journal is indexed in Scopus, with notable rankings in its discipline, highlighting its significance in the scientific community; specifically, it is ranked 143rd in Applied Mathematics and 35th in Control and Optimization, underscoring the quality and relevance of the research it publishes. Although not an open-access journal, it provides essential insights and methodologies of paramount importance to researchers, professionals, and students committed to the fields of control theory and systems engineering. It continues to foster knowledge and collaboration among experts to address complex challenges in automation and optimization.

CONSTRAINTS, an esteemed journal published by Springer, specializes in the interrelated domains of Artificial Intelligence, Computational Theory and Mathematics, Discrete Mathematics and Combinatorics, and Software. With an ISSN of 1383-7133 and E-ISSN of 1572-9354, this journal provides a critical platform for disseminating cutting-edge research and methodologies aimed at addressing complex challenges in these rapidly evolving fields. Located in the Netherlands, the journal's rigorous selection process is reflected in its impressive categorizations, achieving Q2 and Q3 rankings in various Scopus categories for 2023. This positions it among the top quartiles in its respective fields, making it a vital resource for scholars and practitioners seeking to stay at the forefront of innovation. Researchers and students alike will benefit from the insightful contributions within its pages, making CONSTRAINTS a pivotal journal for those dedicated to advancing knowledge and application in computational and artificial intelligence spheres.

ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH is a premier academic publication dedicated to the dynamic fields of operational research and management science, published by WORLD SCIENTIFIC PUBL CO PTE LTD. Located in Singapore, this journal has been pivotal in contributing to the dialogue and development of innovative strategies and methodologies within the operational research community since its inception in 1991. With a focus on practical applications and theoretical advancements, it serves as an essential resource for researchers, practitioners, and students seeking to enhance their understanding and expertise in decision sciences. The journal has gained recognition with a Q3 ranking in Management Science and Operations Research in the 2023 category quartiles, underlining its significance in the academic landscape. The Scopus ranking positions it reasonably well, attracting contributions that address both contemporary and emerging challenges in the field. Although the journal operates under a traditional publishing model, it offers vital access to a wealth of high-quality research, making it a go-to source for key findings and methodologies in operational research. Through its rigorous peer-review process, the journal aims to foster collaborative efforts that advance knowledge and practice across the Asia-Pacific region and beyond.

Genetic Programming and Evolvable Machines, published by SPRINGER, is a leading journal dedicated to the fields of genetic algorithms, evolutionary computation, and machine learning. With an ISSN of 1389-2576 and an E-ISSN of 1573-7632, this esteemed journal encompasses original research articles, reviews, and applications that explore the intricate relationships between intelligent systems and evolutionary processes. As of 2023, it holds a notable Q2 ranking in various categories including Computer Science Applications and Hardware and Architecture, reflecting its significant impact in advancing knowledge and methodologies within these domains. The journal's metrics, including a top rank of #31/130 in Theoretical Computer Science, signify its relevance and contribution to the broader academic community. Though not open access, papers published in the journal continue to serve as critical resources for both researchers and practitioners, promoting innovative methodologies and solutions. Covering a broad scope with a convergence extending from 2003 to 2024, this journal remains a pivotal platform for sharing cutting-edge research that shapes the future of artificial intelligence and computational theory.