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CNRS

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Postdoc (H/F) — Offline/Online Decision-Making for Vehicle Routing Problems CNRS in France

Degree Level

Postdoc

Field of study

Computer Science

Funding

Available

Deadline

Nov 20, 2026

Country flag

Country

France

University

CNRS

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Keywords

Computer Science
Aerospace Engineering
Mathematics
Operations Research
Industrial Engineering
Model Uncertainty
Vehicle Routing
Statistics

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About this position

This postdoctoral project at CNRS focuses on decision-making for vehicle routing problems under uncertainty, with a strong application to the planning of Earth-observation satellites.

The research models satellite mission planning as a team orienteering problem with time windows (TOPTW), where satellites act as vehicles, target areas are the clients to be visited, maneuver times represent transition costs, and time windows correspond to observation opportunities. The project is explicitly concerned with the real-world uncertainties that affect satellite operations, including available energy or memory, maneuver durations, cloud cover, and the sudden arrival of urgent requests linked to natural disasters or security needs.

The postdoc will work on advancing beyond existing approaches by considering multiple sources of uncertainty at once and by designing and comparing new proactive, reactive, and hybrid proactive/reactive strategies. The position also involves studying solution formats that can support these strategies, such as plan fragments from a catalogue, groups of interchangeable tasks, or resource-threshold-based plans.

The developed models and algorithms will be evaluated on academic TOPTW benchmark instances and on additional problems related to satellite planning.

Funding details

Available

How to apply

Apply through the provided Choisir le service public link. Submit your application before 2026-11-20.

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