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Download or read book Deep Learning in Multi step Prediction of Chaotic Dynamics written by Matteo Sangiorgio and published by Springer Nature. This book was released on 2022-02-14 with total page 111 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book represents the first attempt to systematically deal with the use of deep neural networks to forecast chaotic time series. Differently from most of the current literature, it implements a multi-step approach, i.e., the forecast of an entire interval of future values. This is relevant for many applications, such as model predictive control, that requires predicting the values for the whole receding horizon. Going progressively from deterministic models with different degrees of complexity and chaoticity to noisy systems and then to real-world cases, the book compares the performances of various neural network architectures (feed-forward and recurrent). It also introduces an innovative and powerful approach for training recurrent structures specific for sequence-to-sequence tasks. The book also presents one of the first attempts in the context of environmental time series forecasting of applying transfer-learning techniques such as domain adaptation.

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Download or read book The Complete Mathematics of the Cyclic Addition Cylinder written by Jeff Parker and published by Jeff Parker. This book was released on 2015-01-31 with total page 67 pages. Available in PDF, EPUB and Kindle. Book excerpt: The third book following on from 'A Prophetic Design for Number'. The book shows the Cyclic Addition ToolKit Cylinder in great detail. This prepares the Mathematician to climb the heights of Cyclic Addition Number. The Cylinder with Wheel is the pinnacle of Cyclic Addition Mathematics.

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Download or read book Analytical Corporate Finance written by Angelo Corelli and published by Springer. This book was released on 2016-08-02 with total page 486 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book draws readers’ attention to the financial aspects of daily life at a corporation by combining a robust mathematical setting and the explanation and derivation of the most popular models of the firm. Intended for third-year undergraduate students of business finance, quantitative finance, and financial mathematics, as well as first-year postgraduate students, it is based on the twin pillars of theory and analytics, which merge in a way that makes it easy for students to understand the exact meaning of the concepts and their representation and applicability in real-world contexts. Examples are given throughout the chapters in order to clarify the most intricate aspects; where needed, there are appendices at the end of chapters, offering additional mathematical insights into specific topics. Due to the recent growth in knowledge demand in the private sector, practitioners can also profit from the book as a bridge-builder between university and industry. Lastly, the book provides useful information for managers who want to deepen their understanding of risk management and come to recognize what may have been lacking in their own systems.

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Download or read book CMR written by and published by . This book was released on 2020 with total page 1079 pages. Available in PDF, EPUB and Kindle. Book excerpt: Archival snapshot of entire looseleaf Code of Massachusetts Regulations held by the Social Law Library of Massachusetts as of January 2020.