Projects per year
Personal profile
Research profile
Dr. Ahmadreza Marandi is a tenured assistant professor at Eindhoven University of Technology. He earned his Ph.D. from Tilburg University in December 2017. His research addresses the challenges in optimization problems, particularly nonlinearity and uncertainty. Ahmadreza utilizes data-driven robust optimization to handle uncertainties and focuses on developing efficient algorithms for robust solutions, especially in high-tech systems and supply chains.
Quote
John von Neumann once said, 'If people do not believe that mathematics is simple, it is only because they do not realize how complicated life is.'
By leveraging mathematical tools, we can solve intricate real-life problems. My focus is on using Mathematical Optimization to model and tackle complex decision-making scenarios.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Operations research, Doctor, Aspects of Quadratic Optimization: Nonconvexity, Uncertainty, and Applications, Tilburg University
Award Date: 11 Dec 2017
Operations research, Master, Neural Networks Modeling for Solving Nonlinear Programming Problems, University of Tehran
Award Date: 1 Jul 2014
Operations research, Bachelor, University of Tehran
Award Date: 1 Jul 2012
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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PrimaVera (Predictive maintenance for Very effective asset management - OPAC part)
Basten, R. J. I. (Project Manager), Eggertsson, R. (Project member), Kang, Z. (Project member) & Marandi, A. (Project member)
1/11/19 → 31/10/25
Project: Second tier
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Managing Customer Waiting Times in an Inventory System Using Conditional Value-at-Risk Measure
Ahmadi, T. (Corresponding author-nrf), Hesaraki, A. F., Mahmoodi, A. & Marandi, A., Jan 2025, In: Annals of Operations Research. 344, 1, p. 1-45 45 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus) -
Optimising agri-food supply chains: Managing food waste through harvest and side-stream valorisation
Remijnse, M., Marandi, A., Rohmer, S. U. K. & van Woensel, T., 2025, (Accepted/In press) In: Journal of Cleaner Production. XX, XResearch output: Contribution to journal › Article › Academic › peer-review
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A new dual-based cutting plane algorithm for nonlinear adjustable robust optimization
Khademi, A., Marandi, A. & Soleimani-damaneh, M. (Corresponding author), Jul 2024, In: Journal of Global Optimization. 89, 3, p. 559-595 37 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Downloads (Pure) -
An exploration of drivers of opinion dynamics
Weinans, E. (Corresponding author), Steinmann, P., Perrone, E., Marandi, A. & van Voorn, G. A. K., Jan 2024, In: Journal of Artificial Societies and Social Simulation. 27, 1, 26 p., 5.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile5 Citations (Scopus)154 Downloads (Pure) -
An oracle-based algorithm for robust planning of production routing problems in closed-loop supply chains of beverage glass bottles
Borumand, A. (Corresponding author), Marandi, A. (Corresponding author), Nookabadi, A. S. (Corresponding author) & Atan, Z. (Corresponding author), Jan 2024, In: Omega : The International Journal of Management Science. 122, 17 p., 102939.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile10 Citations (Scopus)38 Downloads (Pure)
Datasets
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RobustQO, data and codes related to the paper: "Extending the scope of robust quadratic optimization."
Marandi, A. (Creator), den Hertog, D. (Creator), Melenberg, B. (Creator) & Ben-Tal, A. (Creator), 4TU.Centre for Research Data, 19 Nov 2020
DOI: 10.4121/13234628, https://data.4tu.nl/articles/_/13234628/1
Dataset
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LiBiT algorithm to solve static pricing problems under mixed multinomial logit demand
Marandi, A. (Creator) & Lurkin, V. J. C. (Creator), 4TU.Centre for Research Data, 24 Aug 2020
DOI: 10.4121/12852824
Dataset
Prizes
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POMS College of SCM Best Student Paper
Kang, Z. (Recipient), Marandi, A. (Recipient), Basten, R. J. I. (Recipient) & de Kok, A. G. (Recipient), 2024
Prize: Other › Career, activity or publication related prizes (lifetime, best paper, poster etc.) › Scientific
Activities
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University of British Columbia
Marandi, A. (Visiting researcher)
15 Aug 2024 → …Activity: Visiting an external institution types › Visiting an external academic institution › Scientific
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Robust Optimization Webinar
Marandi, A. (Organiser)
1 Jan 2023 → …Activity: Participating in or organising an event types › Workshop, seminar, course or exhibition › Scientific
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Robust location-transportation problems with integer-valued demand
Marandi, A. (Speaker)
Jul 2020Activity: Talk or presentation types › Invited talk › Scientific
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Static Pricing Problems under Mixed Multinomial Logit Demand
Marandi, A. (Speaker)
May 2020Activity: Talk or presentation types › Invited talk › Scientific
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Institute of Mathematics and its Applications (External organisation)
Marandi, A. (Member)
23 Jan 2020 → Jan 2024Activity: Membership types › Membership of network › Scientific
Courses
Press/Media
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How the definition of resilience shapes a vision to move forward
8/09/23
1 item of Media coverage
Press/Media: Public Engagement Activities
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New model increases the certainty in AI
17/02/21
1 Media contribution
Press/Media: Public Engagement Activities
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A new model reduces uncertainty in AI
29/01/21
1 item of Media coverage
Press/Media: Public Engagement Activities
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Radboud and TUE help improve AI decision-making
27/01/21
1 Media contribution
Press/Media: Public Engagement Activities