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Fixed-point iteration
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Differential anaysis
Related lectures (32)
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Bethe Free Entropy
Covers the computation of Bethe free entropy and the interpretation of messages between variables and factors.
Newton method for systems: Fixed point iterations
Explores the Newton method for systems and fixed point iterations, discussing convergence and properties.
Fixed Points in Graph Theory
Focuses on fixed points in graph theory and their implications in algorithms and analysis.
Nonlinear Equations: Methods and Applications
Covers methods for solving nonlinear equations, including bisection and Newton-Raphson methods, with a focus on convergence and error criteria.
Newton's Method: Convergence Analysis
Explores the convergence analysis of Newton's method for solving nonlinear equations, discussing linear and quadratic convergence properties.
Fixed Point Method: Nonlinear Equations
Introduces the fixed point method for solving nonlinear equations by transforming the problem into an equivalent form.
Jacobi and Gauss-Seidel methods
Explains the Jacobi and Gauss-Seidel methods for solving linear systems iteratively.
Renormalization Group: Effective Hamiltonian
Covers the concept of the renormalization group and the effective Hamiltonian.
Rotations: Fixed Points and Spherical Coordinates
Covers rotations around fixed points and spherical coordinates, discussing cinematic moments and angular velocity.
Iterative Methods for Nonlinear Equations
Explores iterative methods for solving nonlinear equations, discussing convergence properties and implementation details.