Computational Management Science

Scope & Guideline

Transforming Management Practices with Cutting-Edge Computational Research

Introduction

Welcome to the Computational Management Science information hub, where our guidelines provide a wealth of knowledge about the journal’s focus and academic contributions. This page includes an extensive look at the aims and scope of Computational Management Science, highlighting trending and emerging areas of study. We also examine declining topics to offer insight into academic interest shifts. Our curated list of highly cited topics and recent publications is part of our effort to guide scholars, using these guidelines to stay ahead in their research endeavors.
LanguageEnglish
ISSN1619-697x
PublisherSPRINGER HEIDELBERG
Support Open AccessNo
CountryGermany
TypeJournal
Convergefrom 2005 to 2024
AbbreviationCOMPUT MANAG SCI / Comput. Manag. Sci.
Frequency4 issues/year
Time To First Decision-
Time To Acceptance-
Acceptance Rate-
Home Page-
AddressTIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY

Aims and Scopes

The journal 'Computational Management Science' aims to bridge the gap between computational techniques and management science applications. It focuses on the development and application of computational methods to address complex management problems, particularly in areas involving optimization, stochastic processes, and data analysis.
  1. Optimization Techniques:
    The journal emphasizes various optimization methodologies, including linear, nonlinear, integer, and stochastic optimization, catering to problems across finance, supply chain, and network management.
  2. Stochastic Modeling:
    There is a strong focus on stochastic modeling and programming, which is vital for addressing uncertainties in real-world management scenarios, particularly in finance and energy sectors.
  3. Data-Driven Decision Making:
    The use of data analytics, machine learning, and artificial intelligence to inform decision-making processes is a central theme, reflecting the importance of data in modern management.
  4. Risk Management:
    The journal contributes significantly to the field of risk management, exploring novel approaches to measure and mitigate risks in various contexts, including finance and supply chains.
  5. Multi-Objective and Bilevel Optimization:
    It also addresses complex decision-making scenarios through multi-objective and bilevel optimization frameworks, which are crucial for strategic planning and resource allocation.
  6. Application of Computational Techniques:
    The journal showcases applications of computational techniques in diverse fields, including energy systems, healthcare, and transportation, highlighting its interdisciplinary nature.
The 'Computational Management Science' journal has identified several trending and emerging themes that reflect current research interests and technological advancements. These themes are indicative of the evolving landscape in management science and computational methods.
  1. Machine Learning and AI Applications:
    There is a growing trend in applying machine learning and artificial intelligence techniques to solve complex management problems, particularly in financial forecasting and decision-making.
  2. Energy Optimization and Transition:
    Research focusing on energy systems optimization and the transition to sustainable energy sources is increasingly prominent, driven by global environmental concerns and the need for efficient resource management.
  3. Decentralized Optimization Techniques:
    The emergence of decentralized optimization approaches, particularly in networked systems and distributed resources, highlights the need for innovative solutions in collaborative environments.
  4. Robust and Adaptive Decision Making:
    Themes related to robust optimization and adaptive decision-making are gaining traction, as they address the uncertainties and complexities inherent in real-world problems.
  5. Integration of Big Data Analytics:
    The integration of big data analytics into management science research is on the rise, reflecting the importance of data-driven insights in enhancing operational efficiency and strategic planning.
  6. Resilience in Supply Chains:
    Research on building resilience in supply chains, particularly through optimization and risk management, is becoming increasingly relevant in light of recent global disruptions.

Declining or Waning

While 'Computational Management Science' continues to evolve, certain themes have shown a decline in prominence. These waning scopes may reflect shifts in research interests or the maturation of specific methodologies.
  1. Traditional Statistical Methods:
    There has been a noticeable decrease in the publication of papers focused solely on traditional statistical methods, as the journal's focus shifts towards more advanced computational techniques and machine learning.
  2. Basic Risk Assessment Models:
    Papers centered on basic risk assessment models are becoming less frequent, possibly due to the increased complexity and sophistication of risk management techniques being adopted.
  3. Single-Objective Optimization:
    The focus on single-objective optimization problems is declining as multi-objective approaches gain traction, reflecting a broader trend towards more complex decision-making frameworks.
  4. Static Modeling Approaches:
    Static models that do not incorporate time-varying elements or stochastic processes are less emphasized, indicating a shift towards dynamic and adaptive modeling approaches.
  5. General Supply Chain Management:
    Specific topics within general supply chain management that do not integrate computational techniques are waning, as the journal prioritizes computationally intensive and data-driven methodologies.

Similar Journals

Operations Research Perspectives

Shaping the Future of Decision-Making Through Rigorous Analysis
Publisher: ELSEVIERISSN: Frequency: 1 issue/year

Operations Research Perspectives is a premier journal dedicated to advancing the field of operations research, published by Elsevier in the vibrant academic landscape of the Netherlands. Since its inception in 2014, this Open Access journal has been committed to disseminating high-quality research that addresses key challenges in optimization, management science, and decision-making processes across various industries. With an impressive impact factor reflected in its 2023 categorization—ranking Q1 in Control and Optimization and maintaining a solid presence in other domains such as Management Science and Operations Research and Statistics—it stands out as an essential resource for researchers and practitioners alike. Located at RADARWEG 29, 1043 NX AMSTERDAM, the journal encompasses a broad spectrum of topics, further highlighted by its Scopus Ranks which place it in the top percentiles across multiple categories. The objectives of *Operations Research Perspectives* involve fostering innovation and facilitating collaboration within the academic community, making it an invaluable tool for anyone looking to deepen their understanding of operational efficiencies and strategic advancements.

INFORMS JOURNAL ON COMPUTING

Empowering Innovation Through Research Excellence
Publisher: INFORMSISSN: 1091-9856Frequency: 4 issues/year

INFORMS JOURNAL ON COMPUTING, published by INFORMS, stands as a quintessential platform for disseminating cutting-edge research and innovative methodologies in the realms of computing, information systems, and operations research. Since its inception in 1996, this journal has consistently maintained a prestigious Q1 quartile ranking across multiple categories, including Computer Science Applications, Information Systems, and Management Science and Operations Research, reflecting its significant impact and relevance in the academic community. The journal serves as a vital resource for researchers, professionals, and students alike, fostering interdisciplinary dialogue and the advancement of theoretical and practical contributions in computing. With no open access restrictions, it remains accessible to those engaged in the pursuit of knowledge and innovation in a rapidly evolving field. Housed in the United States, the journal continues to thrive, enriching the discourse in technology and its applications until 2024 and beyond.

Computational Economics

Innovating Economic Insights through Computational Excellence.
Publisher: SPRINGERISSN: 0927-7099Frequency: 8 issues/year

Computational Economics is a premier journal dedicated to advancing the interdisciplinary field that bridges computational methods and economic theory. Published by Springer in the Netherlands, this journal serves as a critical platform for researchers and practitioners from economics, econometrics, and computer science, fostering innovation and cross-pollination of ideas from 1993 to 2024. With a notable impact factor in its categories—ranking Q2 in Economics, Econometrics, and Finance and Q3 in Computer Science Applications—Computational Economics consistently delivers rigorous peer-reviewed research that addresses contemporary challenges in economic modeling and computational techniques, making it an indispensable resource for the academic community. The journal provides a range of access options and is indexed in Scopus, where it holds a strong position in the 78th percentile of its category, ensuring high visibility and engagement for published works. Researchers, students, and professionals will find valuable insights across its diverse scope, facilitating the exploration of new methodologies that shape the future of economic analysis.

ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH

Innovating Strategies for Tomorrow's Decision Sciences
Publisher: WORLD SCIENTIFIC PUBL CO PTE LTDISSN: 0217-5959Frequency: 6 issues/year

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.

Journal of Management Science and Engineering

Leading the Charge in Open Access Management Research
Publisher: KEAI PUBLISHING LTDISSN: 2096-2320Frequency: 4 issues/year

Journal of Management Science and Engineering, published by KEAI PUBLISHING LTD, stands as a premier outlet for scholarly work in the fields of management science, decision-making, engineering, and innovation management. Since its transition to Open Access in 2016, this journal has broadened access to cutting-edge research, empowering a diverse community of researchers, professionals, and students worldwide. Based in China, the journal has remarkably achieved a Q1 classification across multiple categories in 2023, including Business and International Management, Control and Systems Engineering, and Management Information Systems. With a significant presence in Scopus rankings, where it demonstrates exceptional standing such as rank #9 in General Decision Sciences, the Journal of Management Science and Engineering plays a critical role in shaping discussions around technology, strategy, and innovative management practices. Researchers and practitioners alike will find invaluable insights and comprehensive studies that address contemporary challenges and foster advancements in the respective fields.

International Journal of Computational Science and Engineering

Connecting Ideas Across Computational Disciplines
Publisher: INDERSCIENCE ENTERPRISES LTDISSN: 1742-7185Frequency: 8 issues/year

The International Journal of Computational Science and Engineering, published by InderScience Enterprises Ltd, is a premier platform dedicated to the interdisciplinary field of computational science and engineering. With an ISSN of 1742-7185 and an E-ISSN of 1742-7193, the journal has been serving the academic community since its establishment in 2005 and will continue to do so until 2024. Notably categorized in the Q3 quartile for various domains, including Computational Mathematics, Software, and Hardware and Architecture, it holds respectable rankings in Scopus, evidencing its importance in advancing research and practice. While the journal is not open-access, it offers subscription options that ensure wide dissemination among researchers, professionals, and students. The journal aims to publish high-quality original research articles, survey papers, and case studies that contribute to the theoretical and practical aspects of computational techniques and methodologies. In a rapidly evolving digital landscape, this journal is a valuable resource for those seeking to push the boundaries of knowledge in computational science.

International Journal of Systems Science-Operations & Logistics

Empowering Scholars in Operations and Systems Science
Publisher: TAYLOR & FRANCIS LTDISSN: 2330-2674Frequency: 4 issues/year

International Journal of Systems Science-Operations & Logistics, published by TAYLOR & FRANCIS LTD, stands as a leading platform for the dissemination of high-quality research in the fields of operations science, logistics, and systems management. With an ISSN of 2330-2674 and an E-ISSN of 2330-2682, the journal is recognized for its rigorous peer-review process and its commitment to advancing theoretical and practical insights in the discipline. As of 2023, the journal proudly holds Q1 rankings in Information Systems, Information Systems and Management, and Management Information Systems, demonstrating its significant impact within the academic community. Additionally, it ranks within the top 20% of journals in categories such as Management Science and Operations Research and Decision Sciences. Researchers and professionals in the fields of management and logistics will find the journal invaluable for accessing cutting-edge research that addresses contemporary challenges. The journal’s diverse scope and relevance to real-world applications ensure it remains an essential resource for scholars and practitioners alike. With a converged publication timeline from 2014 to 2024, it continues to play a pivotal role in shaping discussions and innovation in systems science.

INFOR

Transforming Challenges into Opportunities in Information Systems
Publisher: TAYLOR & FRANCIS INCISSN: 0315-5986Frequency: 4 issues/year

INFOR is a distinguished academic journal published by Taylor & Francis Inc that focuses on the convergence of computer science applications, information systems, management science, operations research, and signal processing. With an ISSN of 0315-5986 and an E-ISSN of 1916-0615, INFOR has been providing an essential platform for research and scholarship in these dynamic fields since its inception in 1971. The journal transitioned to an Open Access model in 2013, significantly enhancing the visibility and accessibility of its content to a global audience. Currently ranked in the Q3 quartile across multiple categories, including Computer Science Applications and Management Science, INFOR contributes valuable insights and innovative approaches to pressing challenges faced by professionals and researchers alike. Its integration into the Scopus indexing, with a rank of #119/207 in Decision Sciences, underscores its relevance and impact within the academic community. With a commitment to disseminating high-quality research, INFOR remains a vital resource for students, scholars, and practitioners seeking to advance their understanding and application of key concepts in their respective fields.

COMPUTERS & OPERATIONS RESEARCH

Advancing Knowledge at the Intersection of Technology and Operations
Publisher: PERGAMON-ELSEVIER SCIENCE LTDISSN: 0305-0548Frequency: 12 issues/year

COMPUTERS & OPERATIONS RESEARCH is a premier academic journal dedicated to the fields of operations research and computer science, published by Pergamon-Elsevier Science Ltd. With a legacy spanning nearly five decades, since its inception in 1974, this journal serves as a vital platform for the dissemination of high-quality research that intersects computer technology and operational methodologies. Holding an impressive impact factor and categorized in the esteemed Q1 quartile across multiple disciplines—namely Computer Science, Management Science, and Modeling & Simulation—this journal is positioned within the top ranks of Scopus, reflecting its significant contribution to advancing knowledge in these areas. Researchers and professionals can benefit from its comprehensive insights, rigorous peer-reviewed studies, and innovative methodologies, making it an essential resource for those seeking to explore cutting-edge developments and applications. The journal maintains a commitment to fostering scholarly dialogue and advancing research agendas, ensuring its relevance and importance well into the future.

Numerical Algebra Control and Optimization

Empowering Mathematical Innovation Through Research
Publisher: AMER INST MATHEMATICAL SCIENCES-AIMSISSN: 2155-3289Frequency: 4 issues/year

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.