In numerical linear algebra, the Jacobi method (a.k.a. the Jacobi iteration method) is an iterative algorithm for determining the solutions of a strictly...
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Carl Gustav Jacob Jacobi (/dʒəˈkoʊbi/; German: [jaˈkoːbi]; 10 December 1804 – 18 February 1851) was a German mathematician who made fundamental contributions...
21 KB (2,116 words) - 18:00, 17 April 2025
mathematics, the Jacobi method for complex Hermitian matrices is a generalization of the Jacobi iteration method. The Jacobi iteration method is also explained...
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Matrix splitting (category Relaxation (iterative methods))
The Jacobi method can be represented in matrix form as a splitting The Gauss–Seidel method can be represented in matrix form as a splitting The method of...
13 KB (1,385 words) - 21:06, 14 April 2025
method: M := 1 ω I ( ω ≠ 0 ) {\displaystyle M:={\frac {1}{\omega }}I\quad (\omega \neq 0)} Jacobi method: M := D {\displaystyle M:=D} Damped Jacobi method:...
11 KB (1,546 words) - 15:43, 10 January 2025
Stein-Rosenberg theorem (category Relaxation (iterative methods))
proved in 1948, states that under certain premises, the Jacobi method and the Gauss-Seidel method are either both convergent, or both divergent. If they...
2 KB (391 words) - 16:07, 26 March 2024
The element-wise formula for the Gauss–Seidel method is related to that of the (iterative) Jacobi method, with an important difference: In Gauss-Seidel...
25 KB (3,999 words) - 14:18, 25 September 2024
In numerical linear algebra, the Jacobi eigenvalue algorithm is an iterative method for the calculation of the eigenvalues and eigenvectors of a real symmetric...
28 KB (4,682 words) - 21:42, 12 March 2025
relaxation methods are stationary iterative methods, and the more general Krylov subspace methods. The Jacobi method is a simple relaxation method. The Gauss–Seidel...
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the German mathematician Carl Gustav Jacob Jacobi: Jacobi sum, a type of character sum Jacobi method, a method for determining the solutions of a diagonally...
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Successive over-relaxation (redirect from Successive over-relaxation method)
\in (0,2)} Jacobi's iteration matrix C Jac := I − D − 1 A {\displaystyle C_{\text{Jac}}:=I-D^{-1}A} has only real eigenvalues Jacobi's method is convergent:...
21 KB (3,148 words) - 05:52, 21 December 2024
Friedrich Heinrich Jacobi (/dʒəˈkoʊbi/; German: [jaˈkoːbi]; 25 January 1743 – 10 March 1819) was a German philosopher, writer and socialite. He is best...
35 KB (4,330 words) - 17:59, 6 May 2025
of the iterative methods. One example of an iterative method is the Jacobi method, where the matrix A {\displaystyle A} is split into its diagonal component...
36 KB (5,636 words) - 00:10, 4 February 2025
method Jacobi method for complex Hermitian matrices Jacobi multiplier Jacobi operator Jacobi polynomials Continuous q-Jacobi polynomials Big q-Jacobi...
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Numerical analysis (redirect from Numeric method)
methods would not reach the solution within a finite number of steps (in general). Examples include Newton's method, the bisection method, and Jacobi...
39 KB (3,919 words) - 15:17, 22 April 2025
fixed. Rather than iterate this process until convergence (like the Jacobi method), the ADMM algorithm proceeds directly to updating the dual variable...
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bottleneck method Inverse chain rule method (calculus) Inverse transform sampling method (probability) Iterative method (numerical analysis) Jacobi method (linear...
3 KB (238 words) - 18:31, 29 August 2024
calculated result. This is in essence a Matrix splitting method, similar to the Jacobi method, applied to the large, sparse system arising when solving...
4 KB (855 words) - 13:51, 10 March 2023
brachistochrone problem, can be solved using the Hamilton–Jacobi–Bellman equation, the method can be applied to a broader spectrum of problems. Further...
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gradient method Ford-Fulkerson algorithm Gauss–Seidel method Generalized minimal residual method Jacobi eigenvalue algorithm Jacobi method Karmarkar's...
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Iterative methods: Jacobi method Gauss–Seidel method Successive over-relaxation (SOR) — a technique to accelerate the Gauss–Seidel method Symmetric successive...
70 KB (8,335 words) - 20:20, 17 April 2025
2. Central orbits in relativistic dynamics treated by the Hamilton-Jacobi method (Thesis). University of London. OCLC 1006278639. Hollings, Christopher;...
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Neural network (machine learning) (category Mathematical and quantitative methods (economics))
the behavior of some well studied iterative numerical schemes such as Jacobi method. Deeper neural networks have been observed to be more biased towards...
168 KB (17,637 words) - 20:48, 21 April 2025
Hamilton–Jacobi method, in which solutions to Hamilton's equations are sought by first finding a complete solution of the associated Hamilton–Jacobi equation...
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Co-simulation (section Jacobi (parallel))
the structural similarities to the numerical methods by the same name. The reason is that the Jacobi method is easy to convert into an equivalent parallel...
8 KB (741 words) - 21:12, 30 May 2024
In mathematics, the Jacobi elliptic functions are a set of basic elliptic functions. They are found in the description of the motion of a pendulum, as...
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method for linear equations, computes one number at a time based on the already computed numbers. A variant of this procedure, like the Jacobi method...
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although implicitly. He was also one of the first to write about the Jacobi method. At Los Alamos, he wrote several classified reports on solving problems...
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List of algorithms (category Optimization algorithms and methods)
fast-multipole) Eigenvalue algorithms Arnoldi iteration Inverse iteration Jacobi method Lanczos iteration Power iteration QR algorithm Rayleigh quotient iteration...
72 KB (7,945 words) - 09:48, 26 April 2025
In physics, the Hamilton–Jacobi equation, named after William Rowan Hamilton and Carl Gustav Jacob Jacobi, is an alternative formulation of classical mechanics...
44 KB (8,209 words) - 01:10, 1 April 2025