Table of Contents:
  • Introduction
  • Floating-point computation
  • Linear systems of equations
  • Interpolation
  • Numerical integration
  • Initial value problems in ordinary differential equations
  • Solution of nonlinear equations
  • Optimization
  • Least squares and the singular value decomposition
  • Random number generation and Monte Carlo methods.