Huidige banen gerelateerd aan Optimize Hybrid Genetic Search for Vehicle Routing - Zoetermeer, Zuid-Holland - ORTEC
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Optimize Hybrid Genetic Search for Vehicle Routing
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Optimize Hybrid Genetic Search for Vehicle Routing
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Zoetermeer, Zuid-Holland, Nederland ORTEC VoltijdJob OpportunityAt ORTEC, we are seeking a talented master student to contribute to the development of our hybrid genetic search algorithm for the Vehicle Routing Problem with Time Windows (VRPTW). This algorithm has already demonstrated exceptional performance, winning the DIMACS 2022 challenge. We aim to further enhance its capabilities by making internal...
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Optimize Hybrid Genetic Search for Vehicle Routing
2 maanden geleden
Job Opportunity
At ORTEC, we are seeking a talented master student to contribute to the development of a hybrid genetic search algorithm for the Vehicle Routing Problem with Time Windows (VRPTW). Our team has built a winning solver for the DIMACS 2022 challenge, and we aim to further improve its performance.
Your Challenge
You will work on PyVRP, an open-source implementation of the hybrid genetic search algorithm, and evaluate its performance on large real-world problem instances. Your task will be to optimize parameters, implement new initialization strategies, or develop additional genetic algorithm concepts to maximize performance.
Requirements
- You are a master student in computer science, operations research, or artificial intelligence.
- You have experience with Python and optimization algorithms.
- You are comfortable with compiled languages like C++ and have experience with running computational jobs on cloud infrastructure.
- You are fluent in English and have excellent communication skills.
- You are available for 6 months, working 32-40 hours per week.
What We Offer
- A dynamic and passionate team that fosters innovation and collaboration.
- Excellent supervision and support during your graduation project.
- A competitive internship allowance, laptop, and other office facilities.
- A fun and inclusive culture with opportunities for professional growth and development.
Next Steps
Please submit your CV, motivation letter, and grade lists (if applicable) for consideration. The recruitment process will consist of two online assessments, a first interview, and a second interview with a case study.
