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Numerical Methods – Lab Projects

National Taras Shevchenko University of Kyiv

This repository contains 5 laboratory works completed as part of the Numerical Methods course. Each lab focuses on a different numerical technique and is implemented in Python.

Overview of Labs

Lab 1

  • Implements a method to find the largest root of a given nonlinear equation.

Lab 2

  • Solves systems of linear algebraic equations using:
    • Seidel’s iterative method
    • Gaussian elimination with full pivoting (pivot search across the entire matrix)

Lab 3

  • Finds the maximum and minimum eigenvalues of a matrix using the power method.

Lab 4

  • Implements:
    • Lagrange interpolation polynomial
    • Newton's interpolation polynomial
  • Visualizes the interpolation results on a graph for better comparison.

Lab 5

  • Approximates the integral
    [ \int_{1}^{5} \frac{1}{2 + x} , dx ]
    using Simpson’s rule with accuracy up to 0.005, based on error estimation.

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