PhD Programme: Industrial Innovation Engineering - Research area of the group: Optimization Methods

  • What it is

    Mobility experience with a research focus

  • Who it’s for

    Master students involved in the final research; PhD sandwich; Post Doc

Department

Department of Sciences and Methods for Engineering (DISMI)  - Doctorate School in Industrial Innovation Engineering at University of  Modena and Reggio Emilia

 

Main research activities/topics/projects

Students will participate to the research activity of the group in Optimization, led by prof. Manuel Iori. 

The group comprises 3 post docs and 8 PhD students and collaborates with several companies in optimization problems in logistics, production, healthcare and energy.  The activity of the group is mostly directed towards combinatorial optimization, with a focus on Bin Packing, Vehicle Routing, Pickup-and-Delivery, and Scheduling problems. It also encompasses modern activities of Operations Research, including forecasting, machine learning and decision support techniques. 

Recently, we have also started projects in Quantum Computing for Optimization, an area that has excellent opportunities for early-stage researchers.

The student will be asked to contribute to the full solution of a problem. This may require to develop optimization code and make it fully usable in practice. This may lead to using techniques from Machine Learning (to, e.g., accurately forecast data) and Decision Support (to, e.g., take into account multiple objectives). The outcome will be included in a report to be submitted for publication.

All activities are carried out in English. In case they are interested, students may be able to learn Italian through free courses offered by the UNIMORE language centre.

 

Working language

Good knowledge of English

 

Special entry requirements

Good knowledge of the basic principles of Operations Research and Optimization. Good knowledge of a programming language (preferably C/C++ and/or Python). Strong interest in developing new research and in applying it to real-world problems.

 

Duration in months (min-max)

Master Research: 6-12

PhD sandwich: 3-12

Post Doc: 3-12

Contacts

Main scientific contact person

Prof. Manuel Iori

manuel.iori@unimore.it

+390522522653

Go to the website

Other scientific contact persons of the same group

Dr. Giulia Caselli

giulia.caselli@unimore.it

Go to the website