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EISPACK
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EISPACK is a software library for numerical computation of eigenvalues and eigenvectors of matrices, written in FORTRAN. It contains subroutines for calculatingFrobenius covariant (594 words) [view diff] exact match in snippet view article find links to article
polynomials of it, namely projection matrices Ai associated with the eigenvalues and eigenvectors of A.: pp.403, 437–8 They are named after the mathematicianVera Kublanovskaya (684 words) [view diff] exact match in snippet view article find links to article
problems of algebra. She proposed the QR algorithm for computing eigenvalues and eigenvectors in 1961, which has been named as one of the ten most importantSpectral expansion solution (176 words) [view diff] exact match in snippet view article find links to article
vector is expressed directly (not as a transform) in terms of eigenvalues and eigenvectors of a matrix polynomial. Chakka, R. (1998). "Spectral expansionRössler attractor (3,602 words) [view diff] exact match in snippet view article find links to article
fixed points can be analyzed by determining their respective eigenvalues and eigenvectors. Beginning with the Jacobian: ( 0 − 1 − 1 1 a 0 z 0 x − c ) {\displaystyleJohnson graph (1,302 words) [view diff] no match in snippet view article find links to article
In mathematics, Johnson graphs are a special class of undirected graphs defined from systems of sets. The vertices of the Johnson graph J ( n , k ) {\displaystyleSpectral graph theory (1,844 words) [view diff] no match in snippet view article find links to article
of a graph in relationship to the characteristic polynomial, eigenvalues, and eigenvectors of matrices associated with the graph, such as its adjacencySimple rational approximation (714 words) [view diff] exact match in snippet view article find links to article
secular functions. A divide-and-conquer algorithm to find the eigenvalues and eigenvectors for various kinds of matrices is well known in numerical analysisModal analysis using FEM (701 words) [view diff] exact match in snippet view article find links to article
those seen in eigensystems. The physical interpretation of the eigenvalues and eigenvectors which come from solving the system are that they represent theArnoldi iteration (1,842 words) [view diff] exact match in snippet view article find links to article
of an iterative method. Arnoldi finds an approximation to the eigenvalues and eigenvectors of general (possibly non-Hermitian) matrices by constructingSylvester's formula (1,118 words) [view diff] exact match in snippet view article find links to article
function f(A) of a matrix A as a polynomial in A, in terms of the eigenvalues and eigenvectors of A. It states that f ( A ) = ∑ i = 1 k f ( λ i ) A i ,Jacobi eigenvalue algorithm (4,682 words) [view diff] exact match in snippet view article find links to article
algorithm is an iterative method for the calculation of the eigenvalues and eigenvectors of a real symmetric matrix (a process known as diagonalization)Voigt effect (3,530 words) [view diff] exact match in snippet view article find links to article
effective dielectric tensor from which one calculates systems eigenvalues and eigenvectors. As usual, from this tensor, magneto-optical phenomena are describedExceptional point (765 words) [view diff] exact match in snippet view article find links to article
singularities in the parameter space where two or more eigenstates (eigenvalues and eigenvectors) coalesce. These points appear in dissipative systems, whichDyall Hamiltonian (490 words) [view diff] exact match in snippet view article find links to article
like the true Hamiltonian inside the CAS space, having the same eigenvalues and eigenvectors of the true Hamiltonian projected onto the CAS space. Dyall,Kernel principal component analysis (1,338 words) [view diff] exact match in snippet view article find links to article
{\displaystyle \lambda } and a {\displaystyle \mathbf {a} } are the eigenvalues and eigenvectors of K {\displaystyle K} . Then to normalize the eigenvectors aValidated numerics (1,341 words) [view diff] exact match in snippet view article find links to article
computed eigenvalues and eigenvectors. Numerische Mathematik, 34(2), 189-199. Yamamoto, T. (1982). Error bounds for computed eigenvalues and eigenvectors. IIHans Bethe (8,051 words) [view diff] exact match in snippet view article find links to article
ansatz, which is a method for finding the exact solutions for the eigenvalues and eigenvectors of certain one-dimensional quantum many-body models. In 1939Canonical analysis (597 words) [view diff] exact match in snippet view article find links to article
analysis, each with its characteristic set of commonalities, eigenvalues and eigenvectors. Canonical analysis is a multivariate technique which is concernedSpectrum of a matrix (510 words) [view diff] exact match in snippet view article find links to article
canonical form whereby the matrix is represented in terms of its eigenvalues and eigenvectors. The spectral radius of a square matrix is the largest absoluteDiscrete Fourier transform (12,311 words) [view diff] exact match in snippet view article find links to article
doi:10.1109/29.1519. J. H. McClellan; T. W. Parks (1972). "Eigenvalues and eigenvectors of the discrete Fourier transformation". IEEE Transactions onAdjacency algebra (407 words) [view diff] exact match in snippet view article find links to article
graph theory focuses more on the specific spectral properties (eigenvalues and eigenvectors) to extract information about the graph's connectivity. In contrastSLATEC (373 words) [view diff] exact match in snippet view article find links to article
differential equations (Runge–Kutta methods and similar) EISPACK 71 yes eigenvalues and eigenvectors FFTPACK 48 yes fast Fourier transform FISHPACK 19 yes use cyclicQuantum Fisher information (4,474 words) [view diff] exact match in snippet view article find links to article
\lambda _{k}} and | k ⟩ {\displaystyle \vert k\rangle } are the eigenvalues and eigenvectors of the density matrix ϱ , {\displaystyle \varrho ,} respectivelyRiemann invariant (1,430 words) [view diff] exact match in snippet view article find links to article
matrix a {\displaystyle \mathbf {a} } from the analysis above the eigenvalues and eigenvectors need to be found. The eigenvalues are found to satisfy λ 2 −Circular ensemble (1,005 words) [view diff] exact match in snippet view article find links to article
doi:10.1063/1.1703863. V.L. Girko (1985). "Distribution of eigenvalues and eigenvectors of orthogonal random matrices". Ukrainian Mathematical JournalQuantum chaos (4,340 words) [view diff] exact match in snippet view article find links to article
quantum mechanics in non-perturbative regimes is to find the eigenvalues and eigenvectors of a Hamiltonian of the form H = H s + ε H n s , {\displaystyleBeresford Parlett (832 words) [view diff] exact match in snippet view article find links to article
; Reinsch, C. (1969). "Balancing a matrix for calculation of eigenvalues and eigenvectors". Numerische Mathematik. 13 (4): 293–304. doi:10.1007/BF02165404Harmonic analysis (1,634 words) [view diff] exact match in snippet view article find links to article
and the integer multiples are known as harmonics. Study of the eigenvalues and eigenvectors of the Laplacian on domains, manifolds, and (to a lesser extent)Google matrix (1,796 words) [view diff] exact match in snippet view article find links to article
Fig.6 from ). Arnoldi iteration method allows to compute many eigenvalues and eigenvectors for matrices of rather large size [13]. Other examples of G {\displaystyleMathcad (1,285 words) [view diff] exact match in snippet view article find links to article
constructs;[clarification needed] Vector and matrix operations, including eigenvalues and eigenvectors; Curve fitting and regression analysis; Statistical and designControl reconfiguration (1,383 words) [view diff] exact match in snippet view article find links to article
conditions. In eigenstructure assignment, the nominal closed loop eigenvalues and eigenvectors (the eigenstructure) is recovered to the nominal case after aExpectation value (quantum mechanics) (1,912 words) [view diff] exact match in snippet view article
mechanics. This operator has a completely continuous spectrum, with eigenvalues and eigenvectors depending on a continuous parameter, x {\displaystyle x} . SpecificallyQuadratic eigenvalue problem (999 words) [view diff] exact match in snippet view article find links to article
A-\lambda B} ), and solve a generalized eigenvalue problem. Once eigenvalues and eigenvectors of the linear problem have been determined, eigenvectors andSpin chain (1,138 words) [view diff] exact match in snippet view article find links to article
_{i}^{(n)}} . The central problem is then to determine the spectrum (eigenvalues and eigenvectors in H {\displaystyle {\mathcal {H}}} ) of the Hamiltonian. ThisFrançoise Chatelin (605 words) [view diff] exact match in snippet view article find links to article
Her doctoral dissertation, Numerical methods for calculating eigenvalues and eigenvectors of a linear operator, was directed by Noël Gastinel. The UniversityComputational chemistry (8,338 words) [view diff] exact match in snippet view article find links to article
Kohn-Sham matrix. The diagonalization step, which finds the eigenvalues and eigenvectors of the matrix, contributes most to this scaling. Recent advancesPhase plane (1,231 words) [view diff] exact match in snippet view article find links to article
orthogonal eigenvector to generate the second solution. Complex eigenvalues and eigenvectors generate solutions in the form of sines and cosines as well asEnergy condition (2,326 words) [view diff] exact match in snippet view article find links to article
conditions is that they are essentially restrictions on the eigenvalues and eigenvectors of the matter tensor. A more subtle but no less important featureList of numerical libraries (2,788 words) [view diff] exact match in snippet view article find links to article
EISPACK is a software library for numerical computation of eigenvalues and eigenvectors of matrices, written in FORTRAN. It contains subroutines forExact solutions in general relativity (3,329 words) [view diff] exact match in snippet view article find links to article
conditions, which are similar to placing restrictions on the eigenvalues and eigenvectors of a linear operator. On the one hand, these conditions are farNumerical linear algebra (2,766 words) [view diff] exact match in snippet view article find links to article
numerical problems have no direct solution; in order to find the eigenvalues and eigenvectors of an arbitrary matrix, we can only adopt an iterative approachSpectral theory (4,672 words) [view diff] exact match in snippet view article find links to article
useful examples about the combinatorial significance of the eigenvalues and eigenvectors in symmetric matrices, especially for the Rayleigh quotient withDetermining the number of clusters in a data set (2,763 words) [view diff] exact match in snippet view article find links to article
decomposition of the kernel matrix. It will then analyze the eigenvalues and eigenvectors to obtain a measure of the compactness of the input distributionDivide-and-conquer eigenvalue algorithm (1,856 words) [view diff] exact match in snippet view article find links to article
{\displaystyle T={\begin{bmatrix}T_{1}&0\\0&T_{2}\end{bmatrix}}.} The eigenvalues and eigenvectors of T {\displaystyle T} are simply those of T 1 {\displaystyleSchrieffer–Wolff transformation (2,124 words) [view diff] exact match in snippet view article find links to article
with the chosen effective Hamiltonian to compute, for instance, eigenvalues and eigenvectors. In physics, this would generate effective low- (or high-)energyMatrix differential equation (2,732 words) [view diff] exact match in snippet view article find links to article
_{1}+Be^{\lambda _{2}t}\mathbf {\hat {v}} _{2}.} Substituting the values of eigenvalues and eigenvectors yields [ x y ] = A e t [ 2 1 ] + B e − 5 t [ 1 2 ] . {\displaystyleStokes parameters (4,348 words) [view diff] exact match in snippet view article find links to article
coefficients in a linear combination of the Stokes operators. The eigenvalues and eigenvectors of the operator can be calculated from the polarization ellipseBra–ket notation (6,325 words) [view diff] exact match in snippet view article find links to article
Ket space 2. Bra space 3. Operators 4. The outer product 5. Eigenvalues and eigenvectors Robert Littlejohn, Lecture notes on "The Mathematical FormalismN-electron valence state perturbation theory (3,299 words) [view diff] exact match in snippet view article find links to article
like the true Hamiltonian inside the CAS space, having the same eigenvalues and eigenvectors of the true Hamiltonian projected onto the CAS space. Also, givenDynamic mode decomposition (3,791 words) [view diff] exact match in snippet view article find links to article
v_{N}\}} . Regardless of the approach, the output of DMD is the eigenvalues and eigenvectors of A {\displaystyle A} , which are referred to as the DMD eigenvaluesDynamical system (7,094 words) [view diff] exact match in snippet view article find links to article
under the action of the map. As in the continuous case, the eigenvalues and eigenvectors of A determine the structure of phase space. For example, ifSpace-time adaptive processing (2,884 words) [view diff] exact match in snippet view article find links to article
applies principal component analysis to estimate the dominant eigenvalues and eigenvectors, and then applies a covariance taper and adds an estimated noiseVisual servoing (4,026 words) [view diff] exact match in snippet view article find links to article
information) giving an axis of rotation and the angle (by computing the eigenvalues and eigenvectors of the homography). The translational information is obtainedTimeline of mathematics (7,874 words) [view diff] exact match in snippet view article find links to article
Kublanovskaya independently develop the QR algorithm to calculate the eigenvalues and eigenvectors of a matrix. 1961 – Stephen Smale proves the Poincaré conjectureShear wave splitting (4,488 words) [view diff] exact match in snippet view article find links to article
equation (5) is left. Thus, To obtain the solution of (8), the eigenvalues and eigenvectors of matrix Γ j k {\displaystyle \Gamma _{jk}} are needed, whichElliptic boundary value problem (3,615 words) [view diff] exact match in snippet view article find links to article
… . {\displaystyle j=1,2,\dots \,.} If one has computed the eigenvalues and eigenvectors, then one may find the "explicit" solution of L u = f {\displaystyleDiscrete Laplace operator (5,716 words) [view diff] exact match in snippet view article find links to article
Kronecker sum of discrete Laplacians, in which case all its eigenvalues and eigenvectors can be explicitly calculated. In this approach, the domain isLagrangian coherent structure (10,382 words) [view diff] exact match in snippet view article find links to article
{\displaystyle S(x,t)} , and hence an LCS approach depending only on the eigenvalues and eigenvectors of S ( x , t ) {\displaystyle S(x,t)} is automatically frame-invariantHyperelastic material (6,926 words) [view diff] exact match in snippet view article find links to article
of solids, Springer, p. 157. Fox & Kapoor, Rates of change of eigenvalues and eigenvectors, AIAA Journal, 6 (12) 2426–2429 (1968) Friswell MI. The derivativesHarris affine region detector (7,037 words) [view diff] exact match in snippet view article find links to article
SIFT descriptor. As discussed with the Harris detector, the eigenvalues and eigenvectors of the second-moment matrix, M = μ ( x , Σ I , Σ D ) {\displaystyleHückel method (7,290 words) [view diff] exact match in snippet view article find links to article
ethylene, shown in detail above, though we must now find the eigenvalues and eigenvectors of a 4 × 4 Hamiltonian matrix. We first write the molecular orbitalKosambi–Karhunen–Loève theorem (10,711 words) [view diff] exact match in snippet view article find links to article
{1}{(k-{\frac {1}{2}})^{2}\pi ^{2}}}.} Proof In order to find the eigenvalues and eigenvectors, we need to solve the integral equation: ∫ a b K W ( s , t )Quantum computational chemistry (3,351 words) [view diff] case mismatch in snippet view article find links to article
"Quantum Algorithm Providing Exponential Speed Increase for Finding Eigenvalues and Eigenvectors". Physical Review Letters. 83 (24): 5162–5165. arXiv:quant-ph/9807070List of women in mathematics (23,148 words) [view diff] exact match in snippet view article find links to article
(1920–2012), Russian inventor of the QR algorithm for computing eigenvalues and eigenvectors Daniela Kühn (born 1973), German-English combinatorialist, expertNeutral atom quantum computer (3,646 words) [view diff] exact match in snippet view article find links to article
{\displaystyle |11\rangle } state. In this basis, the dressed eigenvalues and eigenvectors of the hamiltonian are given by: E L S ( 2 ) = 1 2 ( Δ ± 2 ΩGlossary of areas of mathematics (7,687 words) [view diff] exact match in snippet view article find links to article
Spectral theory part of operator theory extending the concepts of eigenvalues and eigenvectors from linear algebra and matrix theory. Spectral theory of ordinary