Management Sciences: Recent submissions
Now showing items 1-20 of 270
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A Comparative Study of Univariate Time-series Methods for Sales Forecasting
(University of Waterloo, 2020-01-16)Sales time-series forecasters, data scientists and managers often use timeseries forecasting methods to predict sales. Nonetheless, it is still a question which time-series method a forecaster is best off using, if they ... -
Patterns of Search Result Examination: Query to First Action.
(ACM, 2019-11-03)To determine key factors that affect a user's behavior with search results, we conducted a controlled eye-tracking study of users completing search tasks using both desktop and mobile devices. We focus our investigation ... -
Geometry-based Constraint Generation for Large-scale Radiation Therapy Treatment Planning
(University of Waterloo, 2019-12-17)Intensity-Modulated Radiation Therapy (IMRT) is a high precision radiotherapy with many beams that have different intensities to accurately irradiate a tumor/cancerous cells considering minimization of the dose to surrounding ... -
Canada’s Innovation landscape: Technological Diversity, Invention Ownership, and University Intellectual Property Policies
(University of Waterloo, 2019-12-11)This thesis examines Canada’s innovation landscape in three essays: the first identifies the patterns of innovation and technological diversification of Canada during the last three decades, the second identifies the ... -
Optimization Models for the Perishable Inventory Routing Problem
(University of Waterloo, 2019-08-29)In this thesis, three models for the Perishable Inventory Routing Problem (PIRP) are explored. The first model of the inventory routing problem considers one perishable product and known (deterministic) demands in the ... -
A Systems Approach to Examining Co-operative Education: A Case Study
(University of Waterloo, 2019-08-28)Co-operative education (co-op) is a model of learning where students alternate between academic and work terms. Co-op offers potential benefits for three key stakeholder groups: students, employers and academic institutions. ... -
Benders Decomposition for Profit Maximizing Hub Location Problems with Capacity Allocation
(2019-06)This paper models capacity allocation decisions within profit maximizing hub location problems to satisfy demand of commodities from different market segments. A strong deterministic formulation of the problem is presented ... -
Profit Maximizing Hub Location Problems
(Elsevier, 2019-07-01)In this paper, we study profit maximizing hub location problems. We formulate mathematical models determining the location of hubs, designing the hub networks, and routing the demand in order to maximize profit. The profit ... -
Robust Optimization for SCED in AC-HVDC Power Systems
(University of Waterloo, 2019-05-15)Wind power is a clean, renewable and low-carbon resource for power generation that has received increasing attention in power systems over the last few decades. There are two main challenges associated with the large-scale ... -
Text Mining to Understand Emotion Triggers
(University of Waterloo, 2019-05-15)In computational linguistics, most sentiment analysis builds binary classification models on customer reviews data to predict whether a review is positive or negative. In this thesis, we go a step further and build ... -
Shared Community Energy Storage Allocation and Optimization
(University of Waterloo, 2019-05-13)Distributed Energy Resources (DERs) have been playing an increasingly important role for managing households energy costs. DERs consist primarily of energy generation and storage systems utilized by individual households ... -
Green Supply Chain Network Design with Emission Sensitive Demand
(University of Waterloo, 2019-04-30)Over the last few decades, the argument for a link between greenhouse gas emissions and global warming has become stronger. In response, there has been a global shift. Politicians are implementing carbon policies while ... -
Hub Location Problems with Profit Considerations
(University of Waterloo, 2019-04-23)This thesis studies profit maximizing hub location problems. These problems seek to find the optimal number and locations of hubs, allocations of demand nodes to these hubs, and routes of flows through the network to serve ... -
Typology of Business Models for Emerging Grid-scale Energy Storage Technologies
(University of Waterloo, 2019-03-26)The main goals of this thesis are to develop, validate, and analyze emerging business models to ensure near-term market success of the grid-scale Energy Storage (ES) technologies. The main research contributions are a ... -
A Feasible Lagrangian Approach with Application to the Generalized Assignment Problem
(University of Waterloo, 2019-01-28)Lagrangian relaxation is a widely used decomposition approach to solve difficult optimization problems that exhibit special structure. It provides a lower bound on the optimal objective of a minimization problem. On the ... -
Patent Technological Diversity and Examination Outcomes in China
(University of Waterloo, 2018-12-07)This study examines how the duration of patent examination is affected by technological diversity of patent applications, using a sample of all pharmaceutical patent applications filed between 1985 and 2017 at State ... -
Measuring Tool Embodiment in Ready-to-Hand and Unready-to-Hand Situations Using Virtual and Physical Tools
(University of Waterloo, 2018-11-30)Virtual environments can provide access to a variety of information that can be designed to mimic physical attributes or afford physical-like actions. Virtual reality and other ways of interactions such as multi-touch, ... -
Shipment consolidation with two demand classes: Rationing the dispatch capacity
(Elsevier, 2018-10-01)We analyze the problem faced by a logistics provider that dispatches shipment orders (parcels or larger packages) of two order classes, viz. expedited and regular. Shipment orders arrive according to a compound Poisson ... -
Robust Direct Aperture Optimization Methods for Cardiac Sparing in Left-Sided Breast Cancer Radiation Therapy
(University of Waterloo, 2018-09-26)Designing conformal and equipment-compatible radiation therapy plans is essential for ensuring high-quality treatment outcomes for cancer patients. Intensity modulated radiation therapy (IMRT) is a commonly-used method of ... -
Delaying Payment and Consumer Behavior
(University of Waterloo, 2018-09-21)Resource constraint at the time of purchase decisions is one important factor that impose restriction on consumer behavior. Past research has found that a higher available resource reduces the resource depletion people ...