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Discriminant information


In mathematics, the discriminant of a polynomial is a quantity that depends on the coefficients and allows deducing some properties of the roots without computing them. More precisely, it is a polynomial function of the coefficients of the original polynomial. The discriminant is widely used in polynomial factoring, number theory, and algebraic geometry.

The discriminant of the quadratic polynomial is

the quantity which appears under the square root in the quadratic formula. If this discriminant is zero if and only if the polynomial has a double root. In the case of real coefficients, it is positive if the polynomial has two distinct real roots, and negative if it has two distinct complex conjugate roots.[1] Similarly, the discriminant of a cubic polynomial is zero if and only if the polynomial has a multiple root. In the case of a cubic with real coefficients, the discriminant is positive if the polynomial has three distinct real roots, and negative if it has one real root and two distinct complex conjugate roots.

More generally, the discriminant of a univariate polynomial of positive degree is zero if and only if the polynomial has a multiple root. For real coefficients and no multiple roots, the discriminant is positive if the number of non-real roots is a multiple of 4 (including none), and negative otherwise.

Several generalizations are also called discriminant: the discriminant of an algebraic number field; the discriminant of a quadratic form; and more generally, the discriminant of a form, of a homogeneous polynomial, or of a projective hypersurface (these three concepts are essentially equivalent).

  1. ^ "Discriminant | mathematics". Encyclopedia Britannica. Retrieved 2020-08-09.

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Discriminant

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Discriminant validity

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In psychology, discriminant validity tests whether concepts or measurements that are not supposed to be related are actually unrelated. Campbell and Fiske...

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Quadratic equation

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roots. In this case the discriminant determines the number and nature of the roots. There are three cases: If the discriminant is positive, then there...

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Discriminant of an algebraic number field

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In mathematics, the discriminant of an algebraic number field is a numerical invariant that, loosely speaking, measures the size of the (ring of integers...

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Quadratic classifier

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complex separating surfaces. Quadratic discriminant analysis (QDA) is closely related to linear discriminant analysis (LDA), where it is assumed that...

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Kernel Fisher discriminant analysis

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statistics, kernel Fisher discriminant analysis (KFD), also known as generalized discriminant analysis and kernel discriminant analysis, is a kernelized...

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Average variance extracted

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i{\displaystyle i}. The average variance extracted has often been used to assess discriminant validity based on the following "rule of thumb": the positive square...

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Hessian matrix

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Hessian at x {\displaystyle \mathbf {x} } is called, in some contexts, a discriminant. If this determinant is zero then x {\displaystyle \mathbf {x} } is called...

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Clearing the neighbourhood

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out the small bodies in its orbital zone. Stern and Levison used this discriminant to separate the gravitationally rounded, Sun-orbiting bodies into überplanets...

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Cubic equation

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may not have positive solutions. He understood the importance of the discriminant of the cubic equation to find algebraic solutions to certain types of...

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Discriminant Book

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The Discriminant Book (German: Kenngruppenbuch; literally: Groups to identify the key to the receiver) shortened to K-Book (K. Buch), and also known as...

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Quadratic field

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important. For a nonzero square free integer d {\displaystyle d} , the discriminant of the quadratic field K = Q ( d ) {\displaystyle K=\mathbf {Q} ({\sqrt...

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Cubic field

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fields is ordered by discriminant, then the proportion of cubic fields which are cyclic approaches zero as the bound on the discriminant approaches infinity...

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Dimensionality reduction

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stage based on backpropagation. Linear discriminant analysis (LDA) is a generalization of Fisher's linear discriminant, a method used in statistics, pattern...

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Optimal discriminant analysis and classification tree analysis

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Optimal Discriminant Analysis (ODA) and the related classification tree analysis (CTA) are exact statistical methods that maximize predictive accuracy...

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Multivariate normal distribution

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relevant for Bayesian classification/decision theory using Gaussian discriminant analysis, is given by the generalized chi-squared distribution. The probability...

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Iris flower data set

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multiple measurements in taxonomic problems as an example of linear discriminant analysis. It is sometimes called Anderson's Iris data set because Edgar...

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Algebraic number field

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determinant of this is 1304 = 23·163, the field discriminant; in comparison the root discriminant, or discriminant of the polynomial, is 5216 = 25·163. Mathematicians...

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Elliptic curve

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the discriminant is useful in a more advanced study of elliptic curves.) The real graph of a non-singular curve has two components if its discriminant is...

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Multiple discriminant analysis

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Multiple Discriminant Analysis (MDA) is a multivariate dimensionality reduction technique. It has been used to predict signals as diverse as neural memory...

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Weierstrass elliptic function

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{\displaystyle q=e^{\pi i\tau }} is the nome. The modular discriminant Δ is defined as the discriminant of the polynomial on the right-hand side of the above...

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Central simple algebra

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In ring theory and related areas of mathematics a central simple algebra (CSA) over a field K is a finite-dimensional associative K-algebra A which is...

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Quadratic formula

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− 4 a c {\displaystyle \textstyle \Delta =b^{2}-4ac} is known as the discriminant of the quadratic equation. If the coefficients a {\displaystyle a} ,...

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List of number fields with class number one

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1 (discriminant 49) x3 − 3x − 1 (discriminant 81) x3 − x2 − 3x + 1 (discriminant 148) x3 − x2 − 4x − 1 (discriminant 169) x3 − 4x − 1 (discriminant 229)...

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Convergent validity

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should be related, are in fact related. Convergent validity, along with discriminant validity, is a subtype of construct validity. Convergent validity can...

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