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Research Opportunity
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Research Opportunity

Operations management


Work description

The activity plan includes the following tasks: - explore the state-of-the-art in explainable artificial intelligence (XAI), and its application to dynamic vehicle routing problems; - develop XAI methods, in the context of operations management problems; - integrate the approaches in a framework for learning routing policies to be used by a retail partner.

Academic Qualifications

Bachelor degree in industrial engineering and management, electrical engineering, or similar.

Minimum profile required

Bachelor degree grade equal to or superior to 15 (in 20).

Preference factors

Experience in dynamic VRP approaches and policy learning approaches and (reinforcement learning or genetic programming).

Application Period

Since 31 Mar 2022 to 14 Apr 2022


Cluster / Centre

Industrial and Systems Engineering / Industrial Engineering and Management

Scientific Advisor

Fábio Silva Moreira