Modeling, Computers, and Error Analysis | p. 3 |
Mathematical Modeling and Engineering Problem-Solving | p. 11 |
Computers and Software | p. 24 |
Approximations and Round-Off Errors | p. 56 |
Truncation Errors and the Taylor Series | p. 79 |
Epilogue: Part One | p. 105 |
Roots of Equations | p. 111 |
Bracketing Methods | p. 118 |
Open Methods | p. 141 |
Roots of Polynomials | p. 167 |
Engineering Applications: Roots of Equations | p. 194 |
Epilogue: Part Two | p. 215 |
Linear Algebraic Equations | p. 219 |
Gauss Elimination | p. 233 |
LU Decomposition and Matrix Inversion | p. 266 |
Special Matrices and Gauss-Seidel | p. 288 |
Engineering Applications: Linear Algebraic Equations | p. 309 |
Epilogue: Part Three | p. 327 |
Optimization | p. 331 |
One-dimensional Unconstrained Optimization | p. 341 |
Multidimenslonal Unconstrained Optimization | p. 355 |
Constrained Optimization | p. 375 |
Engineering Applications: Optimization | p. 399 |
Epilogue: Part Four | p. 420 |
Curve Fitting | p. 423 |
Least-Squares Regression | p. 438 |
Interpolation | p. 473 |
Fourier Approximation | p. 507 |
Engineering Applications: Curve Fitting | p. 546 |
Epilogue: Part Five | p. 561 |
Numerical Differentiation and Integration | p. 567 |
Newton-Cotes Integration of Equations | p. 582 |
Integration of Equations | p. 610 |
Numerical Differentiation | p. 629 |
Engineering Applications: Numerical Integration and Differentiation | p. 643 |
Epilogue: Part Six | p. 661 |
Ordinary Differential Equations | p. 665 |
Runge-Kutta Methods | p. 675 |
Stiffness and Multistep Methods | p. 719 |
Boundary-Value and Eigenvalue Problems | p. 745 |
Engineering Applications: Ordinary Differential Equations | p. 777 |
Epilogue: Part Seven | p. 800 |
Partial Differential Equations | p. 805 |
Finite Difference: Elliptic Equations | p. 812 |
Finite Difference: Parabolic Equations | p. 832 |
Finite Element Method | p. 849 |
Engineering Applications: Partial Differential Iquations | p. 876 |
Epilogue: Part Eight | p. 891 |
The Fourier Series | p. 893 |
Getting Started with Mathcad | p. 895 |
Getting Started With Matlab | p. 905 |
Bibliography | p. 913 |
Index | p. 916 |
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