Advances in Operations Research

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Financial Mathematics".

Deadline for manuscript submissions: 20 October 2024 | Viewed by 176

Special Issue Editor


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Guest Editor
Department of Finance, Accounting and Statistics, WU Vienna University of Economics and Business, Vienna, Austria
Interests: decision science; data science; AI/ML; finance; (public) management
Special Issues, Collections and Topics in MDPI journals

Special Issue Information

Dear Colleagues,

During the last years various researchers have shown that Operations Research (OR) and Machine Learning (ML) do have an huge impact on each other. The main conclusion is to cleverly combine ML and OR in order to have the best of both worlds. There are various way to achieve an improvement, e.g., by using ML for pre-processing and OR for post-processing, to use OR to improve ML, to use ML to improve OR, or apply a hybridization which may even lead to new algorithms. If strengths and weaknesses of both ML and OR are well understood, a combination can be used to level out the weaknesses of one method by the strengths of the other method. In this issue novel research papers from all these possible areas of these combinations are invited, both on a theoretical level including novel algorithms as well as thorough application examples. All authors are highly encouraged to provide their respective computer code and/or data in an open-source repository as well as following the rules of reproducible research as sincere as possible.

Dr. Ronald Hochreiter
Guest Editor

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • operations research
  • optimization
  • machine learning
  • applications

Published Papers

This special issue is now open for submission.
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