Content available in repository
Content available in repository
Personal profile
Research profile
Lotte joined the Operations, Planning, Accounting and Control group as a PhD Candidate in October 2018. In 2018, she received her MSc degree in Operations Management and Logistics from the TUe, and she holds a BSc degree in Industrial Engineering (2015).
Lotte's research is focused on exploring the added value of Machine Learning in Supply Chain applications. The research is conducted in cooperation with ORTEC, and it is supervised by prof.dr. Tom van Woensel, dr. Nico Dellaert and dr. Noud Gademann.
Fingerprint
Dive into the research topics where Lotte van Hezewijk is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
Deep Reinforcement Learning For Production and Inventory Management: Bridging the gap between theory and practice
van Hezewijk, L., 21 Nov 2024, Eindhoven: Eindhoven University of Technology. 171 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile78 Downloads (Pure) -
Multi-echelon inventory optimization using deep reinforcement learning
Geevers, K. (Corresponding author), van Hezewijk, L. & Mes, M. R. K., Sept 2024, In: Central European Journal for Operations Research. 32, 3, p. 653-683 31 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile3 Citations (Scopus)77 Downloads (Pure) -
Using the proximal policy optimisation algorithm for solving the stochastic capacitated lot sizing problem
van Hezewijk, L. (Corresponding author), Dellaert, N. P., van Woensel, T. & Gademann, A. J. R. M., 2023, In: International Journal of Production Research. 61, 6, p. 1955-1978 24 p., 6.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile20 Citations (Scopus)247 Downloads (Pure)
Activities
-
16th ISIR Summer School
van Hezewijk, L. (Participant)
24 Jul 2023 → 28 Jul 2023Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
-
A new discrete non-stationary demand process with applications in inventory control
van Hezewijk, L. (Speaker)
23 May 2023Activity: Talk or presentation types › Invited talk › Scientific
-
Multi-Echelon Inventory Optimization using Deep Reinforcement Learning
van Hezewijk, L. (Speaker)
12 May 2023Activity: Talk or presentation types › Poster presentation › Professional
-
Multi-Echelon Inventory Optimization using Deep Reinforcement Learning
van Hezewijk, L. (Speaker)
17 Nov 2022Activity: Talk or presentation types › Invited talk › Scientific
-
Dynamic lot sizing using forecast information
van Hezewijk, L. (Speaker)
24 Aug 2022Activity: Talk or presentation types › Contributed talk › Scientific
Thesis
-
Implementing supply chain segmentation at P&G to improve supply chain performance
van Hezewijk, L. (Author), Slikker, M. (Supervisor 1), Atan, Z. (Supervisor 2) & Tan, L. (Supervisor 2), 28 Sept 2018Student thesis: Master
File