Postdoc: Graybox Tunneling for Multi-Obj Optimization on HPC

Inria; Villeneuve-d'Ascq; Sur place; EUR 32 000 - 42 000; Plein temps

Avantages offerts par ce poste

Partial transport reimbursement

Fixed timetable and annual leave

Teleworking after 6 months

Equipment provided

Social, cultural and sports events

Résumé du poste

Inria invites applications for a Post-Doctoral Research Visit focusing on graybox tunneling for multi-objective combinatorial optimization. The successful candidate will design, implement, and validate parallel tunneling algorithms and explore island-model hybrids on modern HPC platforms.

The role requires a strong background in combinatorial optimization, evolutionary computation, and parallel HPC methods, with experience in parallelization, scalability, and empirical evaluation.

Qualifications

• PhD or equivalent in combinatorial optimization, evolutionary computation, computational intelligence, or related areas.

Responsabilités

• Design graybox tunneling algorithms for multi-objective optimization.
• Develop parallel tunneling strategies and island-based optimization approaches.
• Implement and evaluate parallel tunneling algorithms on HPC platforms.
• Develop reusable software for parallel graybox tunneling and ensure reproducible experiments.

Connaissances

Combinatorial optimization

Evolutionary computation

Computational intelligence

Heuristic search

Parallel computing

High-performance computing

Description du poste

Inria invites applications for a Post-Doctoral Research Visit focusing on graybox tunneling for multi-objective combinatorial optimization. The successful candidate will design, implement, and validate parallel tunneling algorithms and explore island-model hybrids on modern HPC platforms.

The role requires a strong background in combinatorial optimization, evolutionary computation, and parallel HPC methods, with experience in parallelization, scalability, and empirical evaluation.