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Lecture
Orthogonal Polynomials
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Numerical Integration: Legendre Polynomials
Explores Legendre polynomials and their role in numerical integration techniques.
Numerical Integration: Gauss Quadrature
Explores Gauss quadrature for numerical integration, optimizing evaluation points and weights for accurate results.
Complex Roots and Polynomials
Explores complex roots, polynomials, and factorizations, including roots of unity and the fundamental theorem of algebra.
Bezier Curves: Control Points and Regularity
Explores Bezier curves, emphasizing control points and curve regularity.
Error Analysis for Galerkin Scheme
Covers the error analysis for the Galerkin scheme and the importance of Galerkin orthogonality.
Interpolation: Problem Statement
Introduces the problem of interpolation and demonstrates challenges with adding more points.
Polynomial Approximation: Orthonormal Basis and Projection
Explores polynomial approximation with orthonormal bases and orthogonal projection methods.
Distributions and Derivatives
Covers distributions, derivatives, convergence, and continuity criteria in function spaces.
Differentiable Functions and Lagrange Multipliers
Covers differentiable functions, extreme points, and the Lagrange multiplier method for optimization.
Complex Roots: Conjugate Pairs and Quadratic Equations
Explores complex roots, conjugate pairs, and quadratic equations solving strategies.