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Personal profile
Research profile
Ahmadreza is a tenured assistant professor. He got his Ph.D. from Tilburg University in December 2017. From his Ph.D., Ahmadreza has been interested in challenges in Optimization problems. Two of the main challenges are nonlinearity and uncertainty.
In his research, Ahmadreza is focusing on using robust optimization to deal with uncertainties. His focus is on developing efficient algorithms to obtain robust solutions. In the other part of his research, Ahmadreza is using convex relaxations in dealing with nonlinearities appearing in optimization problems.
Regarding applications, Ahmadreza is focusing on high-tech systems and the food supply chain.
Quote
John von Neumann said, "If people do not believe that mathematics is simple, it is only because they do not realize how complicated life is."
So, we should use mathematical tools to overcome complex real-life problems. I am focusing on Mathematical Optimization to model complex real-life decision-making problems.
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 School of Economics and Management
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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Dive into the research topics where Ahmadreza Marandi is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Efficient Sensitivity Analysis for Parametric Robust Markov Chains
Badings, T., Junges, S., Marandi, A., Topcu, U. & Jansen, N., Apr 2023, (Accepted/In press) 35th International Conference on Computer Aided Verification.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective
Zhen, J., Marandi, A., de Moor, D., den Hertog, D. & Vandenberghe, L., Sept 2022, In: INFORMS Journal on Computing. 34, 5, p. 2410-2427 18 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile1 Citation (Scopus) -
Extending the scope of robust quadratic optimization
Marandi, A., Ben-Tal, A., den Hertog, D. & Melenberg, B., Jan 2022, In: INFORMS Journal on Computing. 34, 1, p. 211-226 16 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access1 Citation (Scopus)2 Downloads (Pure) -
Intervention Grouping Strategy for Multi-component Interconnected Systems: A Scalable Optimization Approach
Kammouh, O., Marandi, A. & Fecarotti, C., 2022, Proceedings of the 32nd European Safety and Reliability Conference (ESREL 2022). Research Publishing, p. 2191-2198 8 p. S08-02-176Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile34 Downloads (Pure) -
Value of Intermediate Imaging in Adaptive Robust Radiotherapy Planning to Manage Radioresistance
Roy, A., Dabadghao, S. S. & Marandi, A., 2 May 2022, (E-pub ahead of print) In: Annals of Operations Research. XX, XResearch output: Contribution to journal › Article › Academic › peer-review
1 Citation (Scopus)
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
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Robust location-transportation problems with integer-valued demand
Ahmadreza Marandi (Speaker)
Jul 2020Activity: Talk or presentation types › Invited talk › Scientific
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Static Pricing Problems under Mixed Multinomial Logit Demand
Ahmadreza Marandi (Speaker)
May 2020Activity: Talk or presentation types › Invited talk › Scientific
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Institute of Mathematics and its Applications (External organisation)
Ahmadreza Marandi (Member)
23 Jan 2020 → …Activity: Membership types › Membership of network › Scientific
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The Sixth International Conference in Continuous Optimization
Ahmadreza Marandi (Organiser)
Aug 2019Activity: Participating in or organising an event types › Conference › Scientific
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Robust policies for location-transportation problems with integral demand fulfillment policy
Ahmadreza Marandi (Speaker)
Nov 2018Activity: Talk or presentation types › Invited talk › Scientific
Courses
Press/Media
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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