Research Opportunities
Last mile routing
Work description
The project is structured into three sequential tasks:
1. Design delivery districts – Develop a model to divide a geographic area into a set of contiguous districts using historical data.
2. Base district sequencing – Use machine-learning methods to determine base district sequencing using historical data.
3. Route optimization – Inter district sequencing and intra districting stops sequencing optimization.
Academic Qualifications
Master in Industrial Engineering, Informatics Engineering, Computer Science or related area.
Minimum profile required
Experience in the following skill(s):
- Programming in Python.
- Analysis and implementation of optimization models
- Ability to work in group, high autonomy, and organization.
- Experience in routing problems.
- Knowledge of machine learning techniques.
- Advanced knowledge of English (spoken and written).
Maintenance stipend: € 1259,64, according to the table of monthly maintenance stipend for FCT grants , paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants of INESC TEC and Annex II), up to a maximum limit of 50% of the monthly maintenance stipend.
INESC TEC supports costs with registration, enrolment or tuition fees, during the grant duration, under the terms established in the internal document: "Payment of Tuition fees to grant holders".
The grant holder will benefit from health insurance, supported by INESC TEC.
Preference factors
Programming in c++
Application Period
Since 03 Oct 2024 to 16 Oct 2024
Centre
Industrial Engineering and Management
Scientific Advisor
António Galrão Ramos
What we offer
- Multicultural and collaborative environment
- A multicultural, international and collaborative environment that makes it easier to exchange ideas, work in networks and create synergies.
- International projects
- The possibility of working in international projects with some of the most important companies in the field.
- Mentoring
- Mentoring with the best researchers in the fields of electrical and industrial engineering, bioengineering, information technology and physics.
- Self Improvement
- The possibility of participating in international conferences, workshops, seminars and vocational training.
- Other Benefits and Perks
- Flexible working time, health insurance, discounts in hotels, transportation, etc.
- Informal Events
- Annual informal events, such as the multicultural party.
For more information: Click Here
