Advanced engineering mathematics

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1. Verfasser: Kreyszig, Erwin 1922-2008 (VerfasserIn)
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Veröffentlicht: New York [u.a.] Wiley 1993
Ausgabe:7. ed.
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Datensatz im Suchindex

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adam_text Contents Part A. ORDINARY DIFFERENTIAL EQUATIONS 1 CHAPTER 1 First Order Differential Equations 2 1.1 Basic Concepts and Ideas, 2 1.2 Separable Differential Equations, 10 1.3 Modeling: Separable Equations, 13 1.4 Reduction to Separable Form. Optional, 20 1.5 Exact Differential Equations, 23 1.6 Integrating Factors, 27 1.7 Linear Differential Equations, 30 1.8 Modeling: Electric Circuits, 37 1.9 Orthogonal Trajectories of Curves. Optional, 43 1.10 Approximate Solutions: Direction Fields, Iteration, 48 1.11 Existence and Uniqueness of Solutions, 53 Chapter Review Questions and Problems, 58 Chapter Summary, 60 CHAPTER 2 Second Order Linear Differential Equations 62 2.1 Homogeneous Linear Equations, 62 2.2 Homogeneous Equations with Constant Coefficients, 69 2.3 Case of Complex Roots. Complex Exponential Function, 73 2.4 Differential Operators. Optional, 77 2.5 Modeling: Free Oscillations (Mass Spring System), 80 2.6 Euler Cauchy Equation, 90 2.7 Existence and Uniqueness Theory. Wronskian, 93 2.8 Nonhomogeneous Equations, 99 2.9 Solution by Undetermined Coefficients, 102 2.10 Solution by Variation of Parameters, 106 2.11 Modeling: Forced Oscillations. Resonance, 109 2.12 Modeling of Electric Circuits, 116 2.13 Complex Method for Particular Solutions. Optional, 121 Chapter Review Questions and Problems, 124 Chapter Summary, 126 CHAPTER 3 Higher Order Linear Differential Equations 128 3.1 Homogeneous Linear Equations, 128 3.2 Homogeneous Equations with Constant Coefficients, 136 3.3 Nonhomogeneous Equations, 141 3.4 Method of Undetermined Coefficients, 143 3.5 Method of Variation of Parameters, 146 Chapter Review Questions and Problems, 150 Chapter Summary, 151 xi xii Contents CHAPTER 4 Systems of Differential Equations. Phase Plane, Stability 152 4.0 Introduction: Vectors, Matrices, 152 4.1 Introductory Examples, 158 4.2 Basic Concepts and Theory, 163 4.3 Homogeneous Linear Systems with Constant Coefficients, 166 4.4 Phase Plane, Critical Points, Stability, 176 4.5 Phase Plane Methods for Nonlinear Systems, 180 4.6 Nonhomogeneous Linear Systems, 186 Chapter Review Questions and Problems, 193 Chapter Summary, 195 CHAPTER 5 Series Solutions of Differential Equations. Special Functions 197 5.1 Power Series Method, 197 5.2 Theory of the Power Series Method, 201 5.3 Legendre s Equation. Legendre Polynomials Pn(x), 209 5.4 Frobenius Method, 215 5.5 Bessel s Equation. Bessel Functions /„(.*:), 225 5.6 Further Properties of Jv{x), 232 5.7 Bessel Functions of the Second Kind, 236 5.8 Sturm Liouville Problems. Orthogonality, 241 5.9 Eigenfunction Expansions, 249 Chapter Review Questions and Problems, 258 Chapter Summary, 259 CHAPTER 6 Laplace Transforms 261 6.1 Laplace Transform. Inverse Transform. Linearity, 262 6.2 Transforms of Derivatives and Integrals, 268 6.3 s Shifting, f Shifting, Unit Step Function, 275 6.4 Further Applications. Dirac s Delta Function, 284 6.5 Differentiation and Integration of Transforms, 289 6.6 Convolution. Integral Equations, 293 6.7 Partial Fractions. Systems of Differential Equations, 299 6.8 Periodic Functions. Further Applications, 309 6.9 Laplace Transform: General Formulas, 317 6.10 Table of Laplace Transforms, 318 Chapter Review Questions and Problems, 320 Chapter Summary, 323 Part B. LINEAR ALGEBRA, VECTOR CALCULUS 325 CHAPTER 7 Linear Algebra: Matrices, Vectors, Determinants 326 7.1 Basic Concepts, 327 7.2 Matrix Addition, Scalar Multiplication, 330 7.3 Matrix Multiplication, 334 7.4 Linear Systems of Equations. Gauss Elimination, 344 7.5 Linear Independence. Vector Space. Rank of a Matrix, 354 7.6 Linear Systems: General Properties of Solutions, 361 Contents xiii 7.7 Inverse of a Matrix, 365 7.8 Determinants, 370 7.9 Rank in Terms of Determinants. Cramer s Rule, 380 7.10 Eigenvalues, Eigenvectors, 386 7.11 Some Applications of Eigenvalue Problems, 392 7.12 Symmetric, Skew Symmetric, and Orthogonal Matrices, 397 7.13 Hermitian, Skew Hermitian, and Unitary Matrices, 401 7.14 Properties of Eigenvectors. Diagonalization, 408 7.15 Vector Spaces, Inner Product Spaces, Linear Transformations. Optional, 414 Chapter Review Questions and Problems, 422 Chapter Summary, 426 CHAPTER 8 Vector Differential Calculus. Grad, Div, Curl 428 8.1 Vector Algebra in 2 Space and 3 Space, 429 8.2 Inner Product (Dot Product), 436 8.3 Vector Product (Cross Product), 442 8.4 Vector and Scalar Functions and Fields. Derivatives, 451 8.5 Curves. Tangents. Arc Length, 457 8.6 Velocity and Acceleration, 464 8.7 Curvature and Torsion of a Curve. Optional, 469 8.8 Review from Calculus in Several Variables. Optional, All 8.9 Gradient of a Scalar Field. Directional Derivative, 475 8.10 Divergence of a Vector Field, 482 8.11 Curl of a Vector Field, 486 8.12 Grad, Div, Curl in Curvilinear Coordinates. Optional, 488 Chapter Review Questions and Problems, 494 Chapter Summary, 497 CHAPTER 9 Vector Integral Calculus. Integral Theorems 500 9.1 Line Integrals, 500 9.2 Line Integrals Independent of Path, 507 9.3 From Calculus: Double Integrals. Optional, 515 9.4 Green s Theorem in the Plane, 522 9.5 Surfaces for Surface Integrals, 529 9.6 Surface Integrals, 534 9.7 Triple Integrals. Divergence Theorem of Gauss, 544 9.8 Further Applications of the Divergence Theorem, 550 9.9 Stokes s Theorem, 556 Chapter Review Questions and Problems, 562 Chapter Summary, 563 Part C. FOURIER ANALYSIS AND PARTIAL DIFFERENTIAL EQUATIONS 565 CHAPTER 10 Fourier Series, Integrals, and Transforms 566 10.1 Periodic Functions. Trigonometric Series, 566 10.2 Fourier Series, 569 10.3 Functions of Any Period p = 2L, 577 xiv Contents 10.4 Even and Odd Functions, 580 10.5 Half Range Expansions, 585 10.6 Complex Fourier Series. Optional, 588 10.7 Forced Oscillations, 591 10.8 Approximation by Trigonometric Polynomials, 595 10.9 Fourier Integrals, 598 10.10 Fourier Cosine and Sine Transforms, 606 10.11 Fourier Transform, 611 10.12 Tables of Transforms, 619 Chapter Review Questions and Problems, 622 Chapter Summary, 624 CHAPTER 11 Partial Differential Equations 626 11.1 Basic Concepts, 627 11.2 Modeling: Vibrating String, Wave Equation, 629 11.3 Separation of Variables. Use of Fourier Series, 631 11.4 D Alembert s Solution of the Wave Equation, 639 11.5 Heat Equation: Solution by Fourier Series, 645 11.6 Heat Equation: Solution by Fourier Integrals, 657 11.7 Modeling: Membrane, Two Dimensional Wave Equation, 662 11.8 Rectangular Membrane, Use of Double Fourier Series, 664 11.9 Laplacian in Polar Coordinates, 672 11.10 Circular Membrane. Use of Fourier Bessel Series, 675 11.11 Laplace s Equation. Potential, 682 11.12 Laplacian in Spherical Coordinates. Legendre s Equation, 686 11.13 Solution by Laplace Transforms, 692 11.14 Solution by Fourier Transforms, 696 Chapter Review Questions and Problems, 700 Chapter Summary, 702 Part D. COMPLEX ANALYSIS 705 CHAPTER 12 Complex Numbers. Complex Analytic Functions 706 12.1 Complex Numbers. Complex Plane, 706 12.2 Polar Form of Complex Numbers. Powers and Roots, 711 12.3 Curves and Regions in the Complex Plane, 718 12.4 Limit. Derivative. Analytic Function, 721 12.5 Cauchy Riemann Equations, 726 12.6 Exponential Function, 731 12.7 Trigonometric Functions, Hyperbolic Functions, 735 12.8 Logarithm. General Power, 739 12.9 Mapping by Special Functions. Optional, 743 Chapter Review Questions and Problems, 747 Chapter Summary, 749 CHAPTER 13 Complex Integration 751 13.1 Line Integral in the Complex Plane, 751 13.2 Two Integration Methods. Examples, 755 13.3 Cauchy s Integral Theorem, 761 Contents xv 13.4 Existence of Indefinite Integral, 768 13.5 Cauchy s Integral Formula, 770 13.6 Derivatives of Analytic Functions, 774 Chapter Review Questions and Problems, 778 Chapter Summary, 780 CHAPTER 14 Power Series, Taylor Series, Laurent Series 781 14.1 Sequences, Series, Convergence Tests, 781 14.2 Power Series, 791 14.3 Functions Given by Power Series, 796 14.4 Taylor Series, 802 14.5 Power Series: Practical Methods, 808 14.6 Uniform Convergence, 812 14.7 Laurent Series, 821 14.8 Singularities and Zeros. Infinity, 828 Chapter Review Questions and Problems, 834 Chapter Summary, 835 CHAPTER 15 Residue Integration Method 837 15.1 Residues, 837 15.2 Residue Theorem, 842 15.3 Evaluation of Real Integrals, 845 15.4 Further Types of Real Integrals, 849 Chapter Review Questions and Problems, 856 Chapter Summary, 857 CHAPTER 16 Conformal Mapping 859 16.1 Conformal Mapping, 859 16.2 Linear Fractional Transformations, 863 16.3 Special Linear Fractional Transformations, 868 16.4 Mapping by Other Functions, 873 16.5 Riemann Surfaces, 878 Chapter Review Questions and Problems, 883 Chapter Summary, 884 CHAPTER 17 Complex Analysis Applied to Potential Theory 885 17.1 Electrostatic Fields, 886 17.2 Use of Conformal Mapping, 890 17.3 Heat Problems, 894 17.4 Fluid Flow, 898 17.5 Poisson s Integral Formula, 905 17.6 General Properties of Harmonic Functions, 910 Chapter Review Questions and Problems, 914 Chapter Summary, 915 PartE. NUMERICAL METHODS 916 CHAPTER 18 Numerical Methods in General 918 18.1 Introduction, 919 18.2 Solution of Equations by Iteration, 925 xvi Contents 18.3 Interpolation, 936 18.4 Splines, 949 18.5 Numerical Integration and Differentiation, 957 Chapter Review Questions and Problems, 968 Chapter Summary, 970 CHAPTER 19 Numerical Methods in Linear Algebra 972 19.1 Linear Systems: Gauss Elimination, 972 19.2 Linear Systems: LU Factorization, Matrix Inversion, 981 19.3 Linear Systems: Solution by Iteration, 986 19.4 Linear Systems: Ill Conditioning, Norms, 993 19.5 Method of Least Squares, 1000 19.6 Matrix Eigenvalue Problems: Introduction, 1004 19.7 Inclusion of Matrix Eigenvalues, 1006 19.8 Eigenvalues by Iteration (Power Method), 1012 19.9 Deflation of a Matrix, 1016 19.10 Householder Tridiagonalization and QR Factorization, 1019 Chapter Review Questions and Problems, 1029 Chapter Summary, 1031 CHAPTER 20 Numerical Methods for Differential Equations 1034 20.1 Methods for First Order Differential Equations, 1034 20.2 Multistep Methods, 1044 20.3 Methods for Second Order Differential Equations, 1048 20.4 Numerical Methods for Elliptic Partial Differential Equations, 1055 20.5 Neumann and Mixed Problems. Irregular Boundary, 1065 20.6 Methods for Parabolic Equations, 1070 20.7 Methods for Hyperbolic Equations, 1075 Chapter Review Questions and Problems, 1078 Chapter Summary, 1081 PartF. OPTIMIZATION, GRAPHS 1083 CHAPTER 21 Unconstrained Optimization, Linear Programming 1084 21.1 Basic Concepts. Unconstrained Optimization, 1084 21.2 Linear Programming, 1088 21.3 Simplex Method, 1092 21.4 Simplex Method: Degeneracy, Difficulties in Starting, 1097 Chapter Review Questions and Problems, 1102 Chapter Summary, 1104 CHAPTER 22 Graphs and Combinatorial Optimization 1105 22.1 Graphs and Digraphs, 1105 22.2 Shortest Path Problems. Complexity, 1110 22.3 Bellman s Optimality Principle. Dijkstra s Algorithm, 1116 22.4 Shortest Spanning Trees. Kruskal s Greedy Algorithm, 1120 22.5 Prim s Algorithm for Shortest Spanning Trees, 1125 22.6 Networks. Flow Augmenting Paths, 1128 22.7 Ford Fulkerson Algorithm for Maximum Flow, 1134 Contents xvii 22.8 Assignment Problems. Bipartite Matching, 1138 Chapter Review Questions and Problems, 1145 Chapter Summary, 1147 PartG. PROBABILITY AND STATISTICS 1148 CHAPTER 23 Probability Theory 1149 23.1 Experiments, Outcomes, Events, 1149 23.2 Probability, 1153 23.3 Permutations and Combinations, 1160 23.4 Random Variables, Probability Distributions, 1165 23.5 Mean and Variance of a Distribution, 1173 23.6 Binomial, Poisson, and Hypergeometric Distributions, 1178 23.7 Normal Distribution, 1184 23.8 Distributions of Several Random Variables, 1191 Chapter Review Questions and Problems, 1200 Chapter Summary, 1203 CHAPTER 24 Mathematical Statistics 1205 24.1 Nature and Purpose of Statistics, 1205 24.2 Random Sampling. Random Numbers, 1207 24.3 Processing of Samples, 1209 24.4 Sample Mean, Sample Variance, 1216 24.5 Estimation of Parameters, 1219 24.6 Confidence Intervals, 1222 24.7 Testing of Hypotheses, Decisions, 1232 24.8 Quality Control, 1244 24.9 Acceptance Sampling, 1249 24.10 Goodness of Fit. *2 Test, 1255 24.11 Nonparametric Tests, 1258 24.12 Pairs of Measurements. Fitting Straight Lines, 1261 Chapter Review Questions and Problems, 1267 Chapter Summary, 1270 APPENDIX 1 References Al APPENDIX 2 Answers to Odd Numbered Problems A6 APPENDIX 3 Auxiliary Material A66 A3.1 Formulas for Special Functions, A66 A3.2 Partial Derivatives, A72 A3.3 Sequences and Series, A74 APPENDIX 4 Additional Proofs A77 APPENDIX 5 Tables A97 INDEX II
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publisher Wiley
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spellingShingle Kreyszig, Erwin 1922-2008
Advanced engineering mathematics
Analyse (wiskunde) gtt
Mathématiques de l'ingénieur
Physique mathématique
Wiskunde gtt
Mathematik
Mathematische Physik
Engineering mathematics
Mathematical physics
Ingenieurwissenschaften (DE-588)4137304-2 gnd
Mathematik (DE-588)4037944-9 gnd
Maple V (DE-588)4276266-2 gnd
Maple V 4.0 (DE-588)4407788-9 gnd
subject_GND (DE-588)4137304-2
(DE-588)4037944-9
(DE-588)4276266-2
(DE-588)4407788-9
(DE-588)4143389-0
title Advanced engineering mathematics
title_auth Advanced engineering mathematics
title_exact_search Advanced engineering mathematics
title_full Advanced engineering mathematics Erwin Kreyszig
title_fullStr Advanced engineering mathematics Erwin Kreyszig
title_full_unstemmed Advanced engineering mathematics Erwin Kreyszig
title_short Advanced engineering mathematics
title_sort advanced engineering mathematics
topic Analyse (wiskunde) gtt
Mathématiques de l'ingénieur
Physique mathématique
Wiskunde gtt
Mathematik
Mathematische Physik
Engineering mathematics
Mathematical physics
Ingenieurwissenschaften (DE-588)4137304-2 gnd
Mathematik (DE-588)4037944-9 gnd
Maple V (DE-588)4276266-2 gnd
Maple V 4.0 (DE-588)4407788-9 gnd
topic_facet Analyse (wiskunde)
Mathématiques de l'ingénieur
Physique mathématique
Wiskunde
Mathematik
Mathematische Physik
Engineering mathematics
Mathematical physics
Ingenieurwissenschaften
Maple V
Maple V 4.0
Aufgabensammlung
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work_keys_str_mv AT kreyszigerwin advancedengineeringmathematics