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Session 9
Numerical Methods
Numerical Integration: Newton-Cotes Formulas
4 hours
Duration
8
Materials
6
Objectives
Session Overview
Comprehensive study of numerical quadrature including trapezoidal rule, Simpson's rules, and higher-order Newton-Cotes formulas. Composite rules, error analysis, and adaptive integration.
Learning Objectives
By the end of this session, you should be able to:
- Derive trapezoidal and Simpson's rules using polynomial interpolation
- Implement composite trapezoidal and Simpson's rules for improved accuracy
- Understand Newton-Cotes formulas of various orders and their stability
- Analyze quadrature errors and convergence rates
- Apply Romberg integration for systematic error reduction
- Implement adaptive quadrature methods with automatic error control
Course Materials
Download materials for offline study and reference
Quadrature Theory and Newton-Cotes Derivations (45 pages)
Available material
Composite Rule Implementations and Error Analysis
Available material
Romberg Integration Algorithm and Examples
Available material
Adaptive Integration Strategies
Available material
Stability Analysis of High-Order Formulas
Available material
Integration Project: Comprehensive Quadrature Package
Available material
Performance Comparison Studies
Available material
Engineering Application Examples
Available material