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 9 of 9 for “"chance-constrained programming"”.
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Inexact Two-Stage Fuzzy Chance- Constrained Programming for Water Resource Management under Uncertainties
… management. An inexact two-stage fuzzy gradient chance-constrained programming (ITSFGP) method for water resources management is proposed to analyze the tradeoffs between economic development and environmental policies. The uncertainties associated with decision makers’ preferences are expressed …
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Decision-making under uncertainty using a new chance constrained programming technique: A groundwater reclamation application
A new distribution free chance constrained programming technique is developed and applied to the design of hydraulic gradient control methods for containment and removal of contamination in an aquifer. The spatial distribution of parameters such as transmissivity in a heterogeneous domain make the …
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Development of GHG-Mitigation Oriented Models for the Planning of Integrated Energy-Environment Systems (IEES) Under Uncertainties
… include: (a) an interval multi-stage stochastic programming model (IMSP-IEES), (b) an interval fuzzy multi-stage stochastic programming model (IFMP-IEES), (c) a dual-interval mixed-integer linear programming model (DMLP-IEES), (d) a dual-interval multi-stage stochastic programming model …
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Robust planning for Effects-Based Operations
… techniques to this framework (Bertsimas/Sim and Chance Constrained Programming) and analyze their performance.
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Empirical investigations of properties of robust aircraft routing models
… categories – Lan, Clarke, Barnhart’s approach, chance-constrained programming approach, and extreme value approach. We conduct experiments with two airline networks – a 50-flight network and a 165-flight network. The K-fold cross validation approach is incorporated into aircraft routing problems …
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Integrated Energy System Modeling For Supporting Energy Systems Planning Under Uncertainty
… development. In this research, an inexact chance-constrained mixed-integer programming (ICMI) model was developed to manage a regional energy system and greenhouse-gas (GHG) emissions under uncertainties in Yukon. The local policy interests in using renewable energy and managing climate …
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Energy-efficient control of a smart grid with sustainable homes based on distributing risk
… control of a residential building, and 3) a chance-constrained model-predictive controller with a probabilistic guarantee of constraint satisfaction, which can control continuously operating systems such as an electrical grid and a building. We build the three algorithms upon the …
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Airline schedule planning and operations : optimization-based approaches for delay mitigation
… extreme-value robust-optimization based and (ii) chance-constrained probability-based; and one tailored model, which uses domain knowledge to guide the solution process. We focus on the aircraft routing problem, a step of the airline scheduling process. We first show how the general models can be …
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Coping Uncertainty in Wireless Network Optimization
… address such a network uncertainty: stochastic programming, worst-case optimization, and chance-constrained programming (CCP). Among the three, CCP has some unique benefits compared to the other two approaches. Stochastic programming explicitly requires full distribution knowledge, which is …