In the following table, each line/entry contains the code file name and a brief description. Click on the program name to display the source code, which can be downloaded.
| Chapter 1: Introduction | ||
| sineplot | Plots of partial series for sin(x) | |
| sin | Sine series expansion and plot | |
| series | Taylor series expansions | |
| Chapter 2: Number Representation and Errors | ||
| numbers | Examples of numbers in different bases | precision | Machine precision and accuracy |
| Chapter 3: Locating Roots of Equations | ||
| bisect | Bisection example | |
| newt | Newton's method example | |
| newt_sys | Newton's method for system of equations | |
| secant | Examples associated with Secant | |
| Chapter 4: Interpolation and Numerical Differentiation | ||
| newt_interp1 | Newton interpolation polynomial example (5 data points) | |
| newt_interp2 | Newton interpolation polynomial example (4 data points) | |
| newt_interp_sin | Newton interpolation (sin(x) at 10 equidistant ponts) | |
| inv_interp | Newton inverse interpolation example | |
| runge_fcn | Newton interpolation Runge function | |
| derivative | Newton interpolation example 1 | Chapter 5: Numerical Integration |
| error_integral1 | Numerical integration: error integral | |
| sine_integral | Numerical integration: sine integral | |
| error_integral2 | Numerical integration: exp(-x*x) | |
| bernoulli | Bernoulli polynomials | |
| Chapter 6: More on Numerical Integration | ||
| cos-exp | Numerical integration example: cos(2x)/exp(x) | |
| cp6-2-8 | Computer Problem 6.2.8 | |
| Chapter 7: Systems of Linear Equations | ||
| lin_sys1 | Linear system first example | |
| lin_sys2 | Linear system second example | |
| Chapter 8: More on Systems of Linear Equations | ||
| lu_factor | LU factorization | |
| char_poly | Characteristic polynomial example | |
| null | Null space example | |
| timing | Timing example | |
| eigen | Eigenvalue/eigenvector example | |
| schur | Schur form example | |
| svd | Singular Value Decomposition example | |
| Chapter 9: Approximation by Spline Functions | ||
| cubic_spline1 | Cubic spline example 1 | |
| cubic_spline2 | Cubic spline example 2 | |
| bezier | Bezier polynomial example | |
| Chapter 10: Ordinary Differential Equations | ||
| explicit | Explicit solution of an ODE | |
| practial | Practial ODE example | |
| ode1 | Numerical solution of an ODE | |
| ode2 | Numerical solution of an ODE | |
| ode3 | Numerical solution of an ODE | |
| ode4 | Numerical solution of an ODE | |
| Chapter 11: Systems of Ordinary Differential Equations | ||
| ode_sys1 | Analytic/numerical solution systems of ODE 1 | |
| ode_2nd_order | Second order IVP | |
| ode_high_order | High order IVP | |
| ode_sys2 | Analytic/numerical solution systems of ODE 2 | |
| Chapter 12: Smoothing of Data and the Method of Least Squares | ||
| ls_fit | Linear least squares fit for polynomials | |
| np_ls_fit | Least squares fit of a non-polynomial function | |
| cheby | Plot of Chebyshev polynomials | |
| p_inv1 | Minimal solution using pseudo-inverse of matrices | |
| p_inv2 | Find pseudo-inverse in case of loss in rank | |
| Chapter 13: Monte Carlo Methods and Simulation | ||
| ran_num_exps | Examples using random numbers | |
| Chapter 14: Boundary Value Problems for Ordinary Differential Equations | ||
| bvp1 | Two-point boundary-value problem example 1 | |
| bvp2 | Two-point boundary-value problem example 2 | |
| Chapter 15: Partial Differential Equations | ||
| heat | Parabolic PDE: solve heat eqn. & plot | |
| wave | Hyperbolic PDE: solve wave eqn. & plot | |
| Chapter 16: Minimization of Functions | ||
| min_val1 | Minimizing multivariate functions | |
| min_val2 | Find local minimum of a function | |
| taylor_series | Taylor series in two variables | |
| Chapter 17: Linear Programming | ||
| lin_prog1 | Maximize subject to inequality constraints | |
| lin_prog2 | Minimize subject to inequality constraints | |
| lin_prog3 | Minimize subject to equality constraints | |
| lin_prog4 | Minimize subject to inequality constraints | |
Addditional programs can be found at the textbook's anonymous ftp site:
ftp://ftp.ma.utexas.edu/pub/cheney-kincaid/
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