Delipetrev, Blagoj Nested algorithms for optimal reservoir operation and their embedding in a decision support platform 9781138373464

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Автор: Delipetrev, Blagoj
Название: Nested algorithms for optimal reservoir operation and their embedding in a decision support platform
ISBN: 9781138373464
Издательство: Taylor&Francis
Классификация:

Строительство гидротехнических сооружений

Плотины и водохранилища

Строительство и эксплуатация санитарно-технических и коммунальных сооружений

Водоснабжение и обработка воды

Алгоритмы и структуры данных

ISBN-10: 113837346X
Обложка/Формат: Hardcover
Страницы: 156
Вес: 0.45 кг.
Дата издания: 12.10.2018
Серия: IHE Delft PhD Thesis Series
Язык: English
Размер: 240 x 170
Читательская аудитория: Postgraduate, research & scholarly
Основная тема: Water Engineering
Ссылка на Издательство: Link
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Поставляется из: Европейский союз
Описание: The thesis presents novel algorithms for optimal reservoir operation, named nested DP (nDP), nested SDP (nSDP), nested reinforcement learning (nRL) and their multi-objective (MO) variants, correspondingly MOnDP, MOnSDP and MOnRL. The idea is to include a nested optimization algorithm into each state transition, which reduces the initial problem dimension and alleviates the curse of dimensionality. These algorithms can solve multi-objective optimization problems, without significantly increasing the algorithm complexity or the computational expenses.Nested optimization algorithms are embedded in a cloud application platform for water resources modeling and optimization. The platform is available 24/7, accessible from everywhere, scalable, distributed, interoperable, and it creates a real-time multiuser collaboration platform.

Nested algorithms for optimal reservoir operation and their embedding in a decision support platform, Delipetrev, Blagoj