Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"scheduling under uncertainty"”.
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Metaheuristic strategies for scheduling under uncertainty
Scheduling problems are a kind of combinatorial problems that pose a great challenge to Artificial Intelligence researchers, being very hard to solve. They are well-known NP-complete problems which have had a great presence in the literature during the last decades. However, in the classical …
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Models and Methods for Multiple Resource Constrained Job Scheduling under Uncertainty
We consider a scheduling problem where each job requires multiple classes of resources, which we refer to as the multiple resource constrained scheduling problem(MRCSP). Potential applications include team scheduling problems that arise in service industries such as consulting and operating room …
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A Systematic Framework for Machine Learning-Based Robust Project Scheduling Under Uncertainty
… throughout project execution. Classical project scheduling approaches in the field, which typically rely on deterministic information, such as fixed activity durations, are limited in their ability to accommodate real-time project uncertainties and risks. Therefore, robust project scheduling …
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Decision-making with networks. Shift scheduling under uncertainty and smart, connected products
… shift generation rules for handling shift scheduling under uncertainty (Chapter 3 and Chapter 4), as well as the interdependencies of demand in the context of smart, connected products (Chapter 5). Chapter 3 introduces a novel approach by incorporating a state-expanded network into …
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MODELS AND OPTIMIZATION FOR ELECTIVE SURGERY SCHEDULING UNDER UNCERTAINTY CONSIDERING PATIENT HEALTH CONDITION
The managerial aspects to run a healthcare system are becoming increasingly important for patient safety. More than one patients are competing each other to be treated using limited medical resources in a healthcare system. The limited medical resources include surgeons, physicians, …
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Planning and Scheduling in Temporally Uncertain Domains
… adherence of the model to the actual reality. Scheduling is the problem of finding a suitable timing to execute a given set of activities accommodating complex temporal constraints. Planning is the problem of finding a strategy for an agent to achieve a desired goal given a formal model of the …
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Approximation algorithms for stochastic scheduling on unrelated machines
… algorithms for an important class of machine scheduling problems. We study the family of preemptive minimum makespan scheduling problems where jobs have stochastic processing requirements and provide the first approximation algorithms for these problems when machines have unrelated speeds. We …