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The condition number is derived from the theory of propagation of uncertainty, and is formally defined as the value of the asymptotic worst-case relative change in output for a relative change in input. The "function" is the solution of a problem and the "arguments" are the data in the problem. The condition number is frequently applied to ...
The condition number is computed by finding the maximum singular value divided by the minimum singular value of the design matrix. [9] In the context of collinear variables, the variance inflation factor is the condition number for a particular coefficient.
In linear algebra, a Hilbert matrix, introduced by Hilbert (1894), is a square matrix with entries being the unit fractions. For example, this is the 5 × 5 Hilbert matrix: The entries can also be defined by the integral. that is, as a Gramian matrix for powers of x. It arises in the least squares approximation of arbitrary functions by ...
Courant–Friedrichs–Lewy condition. In mathematics, the convergence condition by Courant–Friedrichs–Lewy is a necessary condition for convergence while solving certain partial differential equations (usually hyperbolic PDEs) numerically. It arises in the numerical analysis of explicit time integration schemes, when these are used for the ...
Preconditioner. In mathematics, preconditioning is the application of a transformation, called the preconditioner, that conditions a given problem into a form that is more suitable for numerical solving methods. Preconditioning is typically related to reducing a condition number of the problem.
The runoff curve number (also called a curve number or simply CN) is an empirical parameter used in hydrology for predicting direct runoff or infiltration from rainfall excess. [1] The curve number method was developed by the USDA Natural Resources Conservation Service , which was formerly called the Soil Conservation Service or SCS — the ...
Chapman–Jouguet condition. The Chapman–Jouguet condition holds approximately in detonation waves in high explosives. It states that the detonation propagates at a velocity at which the reacting gases just reach sonic velocity (in the frame of the leading shock wave) as the reaction ceases. [1][2] David Chapman [3] and Émile Jouguet [4 ...
Federal Reserve Chair Jerome Powell said in a recent press conference that despite the slowing the labor market is "actually in solid condition." "The US economy is in good shape," Powell said ...