Massachusetts Institute of Technology professor,Gilbert Strang,explains differential equations and linear algebra which are two crucial subjects in science and engineering. This video series develops those subjects both separately and together and supplementsGil Strang's textbookon this subject. The Calculus ...
Matrix factorization methods like the singular-value decomposition are used widely in recommender systems to distill item and user data to their essence for querying and searching and comparison. 10. Deep Learning Artificial neural networks are nonlinear machine learning algorithms that are inspired by e...
Most large buildings have ventilating requirements which bring in outdoor air and exhaust an equal amount. When the outdoor temperature is low, the cost of heating the outdoor air before introducing it into the building is appreciable. This heating ...
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A finite-element-based method is developed and applied for geometrically nonlinear dynamic analysis of spatial mechanical systems. Vibration and static cor... WS Yoo,EJ Haug - 《J.mech.trans.autom.design》 被引量: 220发表: 1986年 Application of line sampling simulation method to reliability bench...
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In general, the system of equations will be nonlinear, and, except in rare cases, systems of nonlinear equations don't have closed-form solutions. Linear regression is very unusual in that it has a closed-form solution. 2. Gradient descent Now, let's minimize the cost function in another ...
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Model reduction by moment matching for linear and nonlinear systems. IEEE Trans. Autom. Control 2010, 55, 2321–2336. [Google Scholar] [CrossRef] Chiprout, E.; Nakhla, M. Generalized moment-matching methods for transient analysis of interconnect networks. In Proceedings of the 29th ACM/IEEE ...