EURO Bulletin Board - Publications

EJCO: Recent advances in using machine learning for optimization. Please submit your manuscript by 15th November 2024.

https://www.sciencedirect.com/journal/euro-journal-on-computational-optimization/about/call-for-papers

Recent advances in using machine learning for optimization

For this SI on the occasion of EURO 2024 in Copenhagen, EJCO invites submission of high-quality and innovative papers focusing on the intersection and interplay of optimization and machine learning.

Guest editors:

Dr. Bissan Ghaddar
[email protected]

Dr. Markus Leitner
[email protected]

Special issue information:

Submitted papers should use or incorporate methods from machine learning to solve challenging optimization problems. Both methodological contributions and innovative applications, typically validated through convincing computational experiments are equally welcome.

Scope and Topics:

Topics of interest include, but are not limited to:
- Learning-based Optimization Algorithms
- End-to-End Learning and Optimization
- Machine learning for Decision-Making under Uncertainty
- Hybrid algorithms combining machine learning and traditional optimization techniques
- Large Language Models for OR Modelling
- Joint Models of Prediction and Optimization
- Machine learning targeting applications in logistics, transportation, finance, healthcare, energy, and other domains
Manuscript submission information:

The Journal’s submission system is open for submissions to our Special Issue. When submitting your manuscript please select the article type “VSI:Machine learning for optimization” so that the article will be considered for the special issue. Please submit your manuscript by 15^th November 2024.

The submission link is: https://www.editorialmanager.com/ejcomp

All submissions deemed suitable to be sent for peer review will be reviewed by at least two independent reviewers. Once your manuscript is accepted, it will go into production, and will be simultaneously published in the current regular issue and pulled into the online Special Issue. Articles from this Special Issue will appear in different regular issues of the journal, though they will be clearly marked and branded as Special Issue articles.

Please see an example here: https://www.sciencedirect.com/journal/euro-journal-on-computational-optimization

Please ensure you read the Guide for Authors before writing your manuscript. The Guide for Authors and link to submit your manuscript is available on the Journal’s homepage at Guide for authors - EURO Journal on Computational Optimization - ISSN 2192-4406 | ScienceDirect.com by Elsevier

Inquiries, including questions about appropriate topics, may be sent electronically to the Guest Editors.

Keywords:

Machine learning, mathematical programming, algorithmic enhancements, algorithm selection and design

Why publish in this Special Issue?
- Special Issue articles are published together on ScienceDirect, making it incredibly easy for other researchers to discover your work.
- Special content articles are downloaded on ScienceDirect twice as often within the first 24 months than articles published in regular issues.
- Special content articles attract 20% more citations in the first 24 months than articles published in regular issues.
- All articles in this special issue will be reviewed by no fewer than two independent experts to ensure the quality, originality and novelty of the work published.
Learn more about the benefits of publishing in a special issue.

Interested in becoming a guest editor? Discover the benefits of guest editing a special issue and the valuable contribution that you can make to your field.
Posted on 2024-07-10 by Sarah Fores