Are you fascinated by the integration of game theoretical approaches to hard combinatorial problems?
Then grasp this opportunity for a deep dive in game theory with the additional challenges of combinatorial optimization. Not only will you be able to quench your thirst for knowledge, but you will also help the green transition by identifying new pricing schemes that will incentivize cargo to be shipped by vessels rather than trucks.
The postdoc position is anchored in the RORO-GT project (Game Theory to achieve Sustainable RoRo Shipping through Competition). The project aims to develop new optimization models and solution methods that will examine how optimized service pricing, integrated with other service-based decisions (such as service design or network design), can help short-sea shipping companies make better decisions. To advocate the use of such approaches, several case studies will be conducted, and all cases will include both economic goals and environmental constraints. Furthermore, this project will explore solutions where customers' behavior is considered.
Responsibilities and qualifications
As a postdoc under the RORO-GT project you will play a key role in developing models utilizing game theory approaches and implementing solution methods to address complex challenges. You will be part of the Management Science division at DTU Management. The division includes eight faculty members in Operations Research, among which you will find internationally recognized experts in e.g. vehicle routing, maritime optimization, and transport optimization. You will also be part of a larger, internationally recognized maritime logistics community at the department. You will work under the supervision of Assoc. Prof. Dario Pacino (maritime optimization expert) and Dr. Seyed Parsa Parvasi (game theory and maritime sustainability expert).
As applicant, you are expected to:
* have solid experience in developing mathematical models,
* be proficient in efficient programming languages such as C++, Java, C#, or Julia,
* be experienced in developing heuristics and metaheuristic approaches,
* have experience publishing in internationally recognized scientific journals.
We will look favorably on applicants that also:
* have experience with game theory, especially on pricing problems,
* have experience with decomposition frameworks such as Danzig-Wolfe and Benders decomposition,
* have experience in the use of machine learning and reinforcement learning,
* have experience within the maritime sector.
Note: Applicants that only hold programming competences in MATLAB will not be considered as qualified for the position.
As a formal qualification, you must hold a PhD degree (or equivalent).
We offer
DTU is a leading technical university globally recognized for the excellence of its research, education, innovation and scientific advice. We offer a rewarding and challenging job in an international environment. We strive for academic excellence in an environment characterized by collegial respect and academic freedom tempered by responsibility.
Salary and terms of employment
The appointment will be based on the collective agreement with the Danish Confederation of Professional Associations. The allowance will be agreed upon with the relevant union.
The period of employment is 2 years. The start date of the project is April 2024 (the start date can be negotiated).
You can read more about career paths at DTU here<http://www.dtu.dk/english/about/job-and-career/working-at-dtu/career-paths>.
Further information
Further information may be obtained from Assoc. Prof. Dario Pacino (darpa@dtu.dk<mailto:darpa@dtu.dk>) from the DTU Management department.
You can read more about DTU Management at man.dtu.dk<https://man.dtu.dk/>.
If you are applying from abroad, you may find useful information on working in Denmark and at DTU at DTU – Moving to Denmark<https://www.dtu.dk/english/about/job-and-career/moving-to-denmark>.
Application procedure
Your complete online application must be submitted no later than 25 February 2024 at 23:59 (Danish time). Applications must be submitted as one PDF file containing all materials to be given consideration. To apply, please open the link "Apply now", fill out the online application form, and attach all your materials in English in one PDF file. The file must include:
* Application (cover letter)
* CV
* Academic Diplomas (MSc/PhD – in English)
* List of publications
* A copy of the one publication you are most proud of.
Applications received after the deadline will not be considered.
All interested candidates irrespective of age, gender, disability, race, religion or ethnic background are encouraged to apply.
About us
DTU Management conducts excellent research in the intersection between management, technology and economics. We develop solutions in close cooperation with companies and public authorities. Our research aims at strengthening welfare, productivity, and sustainability within society. A key element is the role of technology and its interaction with industry and individuals. The department is divided into four divisions: Technology & Business Studies, Management Science, Climate & Energy Policy and Transportation Science. The department offers a wide range of courses and programs at bachelor, master and PhD level across DTU's study pro-grams. The department has around 200 employees, with around half coming from abroad.
Technology for people
DTU develops technology for people. With our international elite research and study programmes, we are helping to create a better world and to solve the global challenges formulated in the UN's 17 Sustainable Development Goals. Hans Christian Ørsted founded DTU in 1829 with a clear mission to develop and create value using science and engineering to benefit society. That mission lives on today. DTU has 13,500 students and 6,000 employees. We work in an international atmosphere and have an inclusive, evolving, and informal working environment. DTU has campuses in all parts of Denmark and in Greenland, and we collaborate with the best universities around the world.
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