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  2. Order of approximation - Wikipedia

    en.wikipedia.org/wiki/Order_of_approximation

    In the zeroth-order example above, the quantity "a few" was given, but in the first-order example, the number "4" is given. A first-order approximation of a function (that is, mathematically determining a formula to fit multiple data points) will be a linear approximation, straight line with a slope: a polynomial of degree 1. For example:

  3. Gaussian quadrature - Wikipedia

    en.wikipedia.org/wiki/Gaussian_quadrature

    Gauss–Kronrod rules are extensions of Gauss quadrature rules generated by adding n + 1 points to an n-point rule in such a way that the resulting rule is of order 2n + 1. This allows for computing higher-order estimates while re-using the function values of a lower-order estimate.

  4. Numerical differentiation - Wikipedia

    en.wikipedia.org/wiki/Numerical_differentiation

    A simple two-point estimation is to compute the slope of a nearby secant line through the points (x, f(x)) and (x + h, f(x + h)). [1] Choosing a small number h, h represents a small change in x, and it can be either positive or negative. The slope of this line is (+) ().

  5. Function approximation - Wikipedia

    en.wikipedia.org/wiki/Function_approximation

    Several progressively more accurate approximations of the step function. An asymmetrical Gaussian function fit to a noisy curve using regression.. In general, a function approximation problem asks us to select a function among a well-defined class [citation needed] [clarification needed] that closely matches ("approximates") a target function [citation needed] in a task-specific way.

  6. Approximation - Wikipedia

    en.wikipedia.org/wiki/Approximation

    Approximation is a key word generally employed within the title of a directive, for example the Trade Marks Directive of 16 December 2015 serves "to approximate the laws of the Member States relating to trade marks". [11] The European Commission describes approximation of law as "a unique obligation of membership in the European Union". [10]

  7. Runge's theorem - Wikipedia

    en.wikipedia.org/wiki/Runge's_theorem

    To modify this to an approximation with poles at specified points in each component of the complement of K, it is enough to check this for terms of the form (z − w) −1. If z 0 is the point in the same component as z, take a path from z to z 0. If two points are sufficiently close on the path, we may use the formula

  8. Simpson's rule - Wikipedia

    en.wikipedia.org/wiki/Simpson's_rule

    Averaging of Simpson's 1/3 rule composite sums with properly shifted frames produces the following rules: [() + + + = + + (+)], where two points outside of the integrated region are exploited, and [() + + + = + + + ()], where only points within integration region are used. Application of the second rule to the region of 3 points generates 1/3 ...

  9. Approximation theory - Wikipedia

    en.wikipedia.org/wiki/Approximation_theory

    For example, one can tell from looking at the graph that the point at −0.1 should have been at about −0.28. The way to do this in the algorithm is to use a single round of Newton's method . Since one knows the first and second derivatives of P ( x ) − f ( x ) , one can calculate approximately how far a test point has to be moved so that ...