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 Stochastic Programs and Sequential Decision Models Managing Uncertainty in the Single Airport Ground Holding Problem.
Наименование:

Stochastic Programs and Sequential Decision Models Managing Uncertainty in the Single Airport Ground Holding Problem.

издательство Книга по Требованию Прочие виды транспорта
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Аннотация:The single airport ground holding problem with capacity uncertainty is modeled using two approaches: multi-stage stochastic integer programs with probabilistic capacity scenario trees and sequential decision dynamic programs with Markov capacity evolution processes. In particular, it discusses decision-making algorithms under uncertainty in ground delay programs (GDPs) for a single destination airport. The stochastic programs require scenarios that depict capacity evolutions. This book provides ways for air traffic managers to better address airport capacity uncertainty in the airspace system. The challenge for the dynamic programs lies in the computational load for solving large-scale problems due to the curse of dimensionality. Methodologies are introduced for generating and using scenario trees from empirical data. We present computational strategies to manage the complexity. In this book, we also discuss the mathematical relationship between the models and analyze their performance in a real-world setting. The book proposes methods to model stochasticity in GDP operations and mechanisms to respond to conditions dynamically such that the overall system performance is optimized.
Издательство: Книга по Требованию
Год:2008
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2783 руб
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Поиск: Stochastic Programs and Sequential Decision Models Managing Uncertainty in the Single Airport Ground Holding Problem.
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