Management Sciences
This is the collection for the University of Waterloo's Department of Management Sciences .
Research outputs are organized by type (eg. Master Thesis, Article, Conference Paper).
Waterloo faculty, students, and staff can contact us or visit the UWSpace guide to learn more about depositing their research.
Recent deposits
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Optimal Order Batching for Automated Warehouse Picking
(University of Waterloo, 2023-09-18)With the unexpected increase in demand and the need to minimize human interaction during the Covid-19 pandemic, companies have been forced to accelerate the transition from traditional to robotic mobile fulfillment systems. ... -
A Tractable Approach To Inverse Optimization Under Euclidean Norm
(University of Waterloo, 2023-09-11)The conventional optimization assumes that the problem and its parameters are known, and it utilizes this information to determine the optimal solution. Inverse optimization works in reverse by determining different ... -
Open-Ended Problem Solving in Groups
(University of Waterloo, 2023-09-08)Previous experimental research on problem-solving has predominantly investigated well-structured problems with predefined solutions. Studies of ill-structured, open-ended problem-solving have primarily employed observational ... -
Social Media Influencers- A Review of Operations Management Literature
(University of Waterloo, 2023-08-29)This literature review provides a comprehensive survey of research on Social Media Influencers (SMIs) across the fields of SMIs in marketing, seeding strategies, influence maximization and applications of SMIs in society. ... -
Models of Deterministic and Stochastic Comparison: Two Studies in Applied Operations Research
(University of Waterloo, 2023-08-29)This dissertation includes two essays on applications of management science methods to modelling service systems and developing novel improvements to sports team ranking systems. The first essay proposes a novel approach ... -
Perishable Inventory Routing Problem under Uncertainty
(University of Waterloo, 2023-08-24)In an Inventory Routing Problem (IRP), a decision-maker decides the number of units delivered to each retailer and determines delivery routes, which becomes increasingly challenging as the network expands. Incorporating ... -
Localization and Counting of Indoor Populations on a University Campus using Wi-Fi Connection Logs and Floor Plans
(University of Waterloo, 2023-04-17)The localization and counting of persons in indoor spaces is an area of extensive research. Indoor population metrics can inform energy conservation, health and safety, security, resource optimization, and location-aware ... -
Data-Driven Inverse Optimization with Applications in Electricity Markets
(University of Waterloo, 2023-01-19)Due to the increasing penetration of renewable resources and demand response instruments in the electricity markets, generation planning models have become more complex and require detailed information on the inherent ... -
Towards Measuring Coherence in Poem Generation
(University of Waterloo, 2023-01-11)Large language models (LLM) based on transformer architecture and trained on massive corpora have gained prominence as text-generative models in the past few years. Even though large language models are very adept at ... -
Answering Consumer Health Questions on the Web
(University of Waterloo, 2022-12-21)Question answering is an important sub task in the field of information retrieval. Question answering has typically used reliable sources of information such as the Wikipedia for information. In this work, we look at ... -
Factors of Haptic Experience across Multiple Haptic Modalities
(University of Waterloo, 2022-12-08)Haptic Experience (HX) is a proposed set of quality criteria useful to haptics, with prior evidence for a 5-factor model with vibrotactile feedback. We report on an ongoing process of scale development to measure HX, and ... -
Gender Differences in Engineering: A Data-Driven Study
(University of Waterloo, 2022-09-27)The gender gap in Science, Technology, Engineering, and Mathematics (STEM) is well known. Not only do fewer women apply to and earn engineering degrees, but also more women leave engineering programs and careers. Past ... -
Radiotherapy Patient Scheduling During Pandemics
(University of Waterloo, 2022-09-26)With the Covid-19 outbreak happening worldwide, clinically vulnerable people should be of concern, as they are more likely to be exposed to the virus. Cancer patients with weak immune systems are a group of aforementioned ... -
Dynamic Robust Multi-Class Advance Patient Scheduling
(University of Waterloo, 2022-09-01)In this work, we study an advance patient scheduling problem where patients of different classes have different service times and incur different waiting costs to the system. It is known in the literature that multi-class ... -
Constraint-Guided Machine Learning for Solving Optimal Power Flow Problem
(University of Waterloo, 2022-08-31)Due to the nonlinear and non-convex attributes of the optimization problems in power systems such as Optimal Power Flow (OPF), traditional iterative optimization algorithms require significant amount of time to converge ... -
Data-Driven Analysis of Optimal Repositioning in Dockless Bike-Sharing Systems
(University of Waterloo, 2022-08-29)Bike-sharing systems provide sustainable and convenient mobility services for short-distance transportation in urban areas. The dockless or free-floating bike-sharing systems allow users to leave vehicles at any location ... -
Social media mining to investigate the impacts of the COVID-19 pandemic
(University of Waterloo, 2022-08-16)The COVID-19 pandemic created a global crisis with devastating social and economic impacts. Firstly, public health measures for COVID-19, such as social distancing affected how we work and study. Secondly, this crisis ... -
Reducing Conservatism in Pareto Robust Optimization
(University of Waterloo, 2022-06-09)Robust optimization (RO) is a sub-field of optimization theory with set-based uncertainty. A criticism of this field is that it determines optimal decisions for only the worst-case realizations of uncertainty. Several ... -
Learning Trustworthy Web Sources to Derive Correct Answers and Reduce Health Misinformation in Search
(ACM, 2022-07)When searching the web for answers to health questions, people can make incorrect decisions that have a negative effect on their lives if the search results contain misinformation. To reduce health misinformation in search ... -
Infrastructure Design for Electric and Autonomous Vehicles
(University of Waterloo, 2022-04-29)This thesis focuses on infrastructure design for the disruptive transportation technologies of electric vehicles (EVs) and autonomous vehicles (AVs) to enable their adoption at large scale. Particularly, two EV-related ...
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