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Approximate Dynamic Programming. Scalability and Applications in Air Transportation

Формат:      Страниц 176
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Poornima B.    
Книга по Требованию    
2784 руб
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The outcomes of this work provide a generic methodology for sequential decision making under uncertainty in large scale applications by uniting concepts from signal processing, statistics, stochastic processes, and artificial intelligence, which may provide solutions for future automated decision making in large scale complex applications in other engineering domains. The sequential predictions of taxi-out time obtained in real-time for departing aircraft provide shared situational awareness to benefit airport operations planning. This work advances the state-of-the-art in the field of stochastic dynamic programming methods through the innovative integration of a diffusion wavelet based value function approximation method with ADP. In spite of considerable research efforts, ‘curse of dimensionality’ which affects the scalability of approximate dynamic programming (ADP) models still remains a challenge. The research method is tested on the problem of taxi-out time estimation of aircraft to establish a proof of concept. The innovation lies in this integration that exploits the structure of the problem to achieve computational feasibility.
Магнитная игра для путешествий "Сырные лазейки".
Расположи сырные ломтики на игровом поле так, чтобы мышки выглядывали через отверстия в сыре. Сможешь ли ты найти верное
584 руб
Раздел: Игры на магнитах
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Универсальный ящик сэкономит место и поможет поддерживать идеальный порядок в офисных и складских помещениях. Позволяет удобно и компактно
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Раздел: Прочее
Асборн - карточки. 50 увлекательных логических игр.
Набор карточек «50 увлекательных логических игр» - возьми с собой в дорогу! Если вы собираетесь в путешествие, и не знаете, чем занять
493 руб
Раздел: Внимание, память, логика

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