Post-Doctoral Research Visit F/M Graybox Tunneling for Multi-Objective Combinatorial Optimization: Algorithmic and HPC Perspectives
Inria · Villeneuve d'Ascq
Research instituteonsitepostdoc$37k
At a glance
Highlights
- Design graybox tunneling algorithms to navigate Pareto local optima sets.
- Explore hybrid island models where concurrent searches exchange Pareto solutions.
- Evaluate parallel scalability of multi-objective search on modern HPC platforms.
Ideal candidate
A curious optimization or HPC researcher who loves algorithmic invention and large-scale experimentation to push multi-objective search forward.
Requirements
- Strong background in combinatorial optimization, evolutionary computation, or heuristic search
- Solid understanding of combinatorial optimization combined with parallel and HPC expertise
- Prior HPC experience is an advantage for optimization backgrounds
Lab profile
About Inria
French national research institute advancing digital sciences, computing, AI and applied mathematics.
What they build
- Digital sciences and computing research
- Artificial intelligence for microscopy and video analysis
- Quantum information theory
Known for
- Joint teams with Paris-Saclay University and Institut Polytechnique de Paris
- Embedded in Paris-Saclay science and technology cluster
- Rich R&D ecosystem with startups, industry and clusters
- International collaborations and multinational scientific staff
Key facts
- Founded in 1967
- Headquartered in France
- Nine research centres across France
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