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Application of Constructive Neural Networks to America's Cup Yacht. A novel performance optimization method

Автор:   frederick c.
мягкая обложка
56 страниц
2009 год
Издательство:   Книга по Требованию
Цена:
2005 руб
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Описание:More importantly, however, the paper demonstrates that multiple yacht sailing configurations can be analyzed instantaneously on a regular PC, thus providing a valuable analysis and prediction tool for the design and sailing teams. The analysis is based on experimental data only, gathered from the sailing records provided by the onboard telemetry to train the neural networks. This work presents a Neural Network-based performance analysis and optimization of sailing configurations of an America’s Cup yacht. The neural network based on the experimental data is coupled with a genetic algorithm to determine the maximum boat speed and corresponding yacht settings at various wind speeds. The focus of the work is on the performance analysis, with the objective of maximizing boat speed (objective function) by varying the sailing setups (design variables).


Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка Orthomol Immun Junior Сила иммунитета на страже Вашего ребенка

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Учебное пособие по курсу «Нейроинформатика»

New Topics in Learning Automate Theory and Applications. Springer, 1985. 131 p. (Lec. Not. Control and Information, N71). 247. Barschdorff D., Ester S., Dorsel T et al. Phonographic diagnostic aid in heart defects using neural networks // Biomed. Tech. Berlin.- 1990.- V.35, N.11.- P.271-279. 248. Bartsev S.I., Okhonin V.A. Optimization and Monitoring Needs: Possible Mechanisms of Control of Ecological Systems. Nanobiology, 1993, v.2, p.165-172. 249. Bartsev S.I., Okhonin V.A. Self-learning neural networks playing "Two coins"// Proc. of International Workshop "Neurocomputers and attention II", Manchester Univ.Press, 1991, p.453-458. 250. Bartsev S.I., Okhonin V.A. The algorithm of dual functioning (back-propagation): general approuch, versions and applications. Preprint of Biophysics Institute SB AS USSR, Krasnoyarsk, 1989, №107B, 16 p. 251. Bartsev S.I., Okhonin V.A. Variation principle and algorithm of dual functioning: examples and applications// Proc. of International Workshop "Neurocomputers and attention II", Manchester Univ.Press, 1991, p.445-452. 252. Baxt W.G ...»

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