Special issues

Call for Special Issue

EURO Journal on Computational Optimization

Special Issue on:

Optimization under Uncertainty: theory and algorithms

On the occasion of the 34th EURO Conference at the University of Leeds (UK), June 22-25 2025.

Guest Editors:

Francesca Maggioni, University of Bergamo (Italy)

Abdel Lisser, University Paris Saclay (France)

Deadline for submission: November 1, 2025

https://www.sciencedirect.com/special-issue/322885/optimization-under-uncertainty-theory-and-algorithms

Optimization under Uncertainty: Theory and Algorithms

Special Issue in EURO Journal on Computational Optimization

Submission deadline: 01 November 2025

The special issue encourages submission of articles addressing new theoretical advances and solution algorithms in the area of stochastic, robust and distributionally robust optimization with special enphasis on exact methods.

https://www.sciencedirect.com/special-issue/322885/optimization-under-uncertainty-theory-and-algorithms

Guest editors:

Professor Francesca Maggioni
University of Bergamo, Dalmine, Italy

Professor Abdel Lisser
University Paris Saclay, CentralSupelec, Saclay, France

Special issue information:

On occasion of the 34th EURO Conference at the University of Leeds (UK), June 22-25 2025, the EURO Journal on Computational Optimization seeks submissions for a special issue on “Optimization under Uncertainty: theory and algorithms”.

Optimization under uncertainty has seen many recent theoretical and algorithmical advances with strong impact in several application areas such as energy, logistics, finance and machine learning to name few.

EURO Journal on Computational Optimization invites submissions of manuscripts to this special issue from any theoretical and algorithmic area of stochastic, robust and distributionally robust optimization. In particular, the special issue encourages papers addressing new theoretical advances, solution algorithms with particular emphasis on exact methods.

We especially welcome innovative contributions related to, but are not limited to, the following main topics:

  • Risk-averse stochastic optimization
  • Chance constraints
  • Multi-stage and multi-horizon stochastic optimization
  • Scenario generation and reduction in stochastic programs
  • Robust optimization
  • Distributionally robust optimization
  • Deep Learning for Optimization under Uncertainty

Submissions are particularly encouraged from (but not restricted to) the participants to the 34th EURO Conference 2025.

Manuscript submission information:

Submission Open Date: 22 June 2025

Submission Due Date: 1 Nov 2025

Authors are advised to select the article type of ‘VSI: Optimization Under Uncertainty‘, so that the submission would be classified under this special issue.

Keywords:

Optimization under Uncertainty; Stochastic Optimization; Robust Optimization; Distributionally Robust Optimziation; Risk-Averse Optimization; Chance Constraints; Multistage Stochastic Optimization; Multi-horizon Stochastic Optimization