UID:
almafu_9959327045902883
Umfang:
1 online resource
ISBN:
9783527667109
,
3527667105
,
9783527667130
,
352766713X
,
1322110654
,
9781322110653
,
9783527332755
,
3527332758
,
9783527667123
,
3527667121
,
9783527667116
,
3527667113
Inhalt:
This fourth in a suite of five practical guides is an engineer's companion to using numerical methods for the solution of complex mathematical problems. It explains the theory behind current numerical methods and shows in a step-by-step fashion how to use them. The volume focuses on differential and differential-algebraic systems, providing numerous real-life industrial case studies to illustrate this complex topic. It describes the methods, innovative techniques and strategies that are all implemented in a freely available toolbox called BzzMath, which is developed and maintained by the authors and provides up-to-date software tools for all the methods described in the book. Numerous examples, sample codes, programs and applications are taken from a wide range of scientific and engineering fields, such as chemical engineering, electrical engineering, physics, medicine, and environmental science. As a result, engineers and scientists learn how to optimize processes even before entering the laboratory.
Anmerkung:
Related Titles; Title Page; Copyright; Preface; Outline of This Book; Notation; BzzMath Library Style; Basic Requirements for Using BzzMath Library; How to Install Examples Collected in This Book; A Few Steps to Install BzzMath Library; Include the BzzMath Library in a Calculation Program; Chapter 1: Definite Integrals; 1.1 Introduction; 1.2 Calculation of Weights; 1.3 Accuracy of Numerical Methods; 1.4 Modification of the Integration Interval; 1.5 Main Integration Methods; 1.6 Algorithms Derived from the Trapezoid Method; 1.7 Error Control; 1.8 Improper Integrals.
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1.9 Gauss-Kronrod Algorithms1.10 Adaptive Methods; 1.11 Parallel Computations; 1.12 Classes for Definite Integrals; 1.13 Case Study: Optimal Adiabatic Bed Reactors for Sulfur Dioxide with Cold Shot Cooling; Chapter 2: Ordinary Differential Equations Systems; 2.1 Introduction; 2.2 Algorithm Accuracy; 2.3 Equation and System Conditioning; 2.4 Algorithm Stability; 2.5 Stiff Systems; 2.6 Multistep and Multivalue Algorithms for Stiff Systems; 2.7 Control of the Integration Step; 2.8 Runge-Kutta Methods; 2.9 Explicit Runge-Kutta Methods.
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2.10 Classes Based on Runge-Kutta Algorithms in the BzzMath Library2.11 Semi-Implicit Runge-Kutta Methods; 2.12 Implicit and Diagonally Implicit Runge-Kutta Methods; 2.13 Multistep Algorithms; 2.14 Multivalue Algorithms; 2.15 Multivalue Algorithms for Nonstiff Problems; 2.16 Multivalue Algorithms for Stiff Problems; 2.17 Multivalue Classes in BzzMath Library; 2.18 Extrapolation Methods; 2.19 Some Caveats; Chapter 3: ODE: Case Studies; 3.1 Introduction; 3.2 Nonstiff Problems; 3.3 Volterra System; 3.4 Simulation of Catalytic Effects; 3.5 Ozone Decomposition; 3.6 Robertson's Kinetic.
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3.7 Belousov's Reaction3.8 Fluidized Bed; 3.9 Problem with Discontinuities; 3.10 Constrained Problem; 3.11 Hires Problem; 3.12 Van der Pol Oscillator; 3.13 Regression Problems with an ODE Model; 3.14 Zero-Crossing Problem; 3.15 Optimization-Crossing Problem; 3.16 Sparse Systems; 3.17 Use of ODE Systems to Find Steady-State Conditions of Chemical Processes; 3.18 Industrial Case: Spectrokinetic Modeling; Chapter 4: Differential and Algebraic Equation Systems; 4.1 Introduction; 4.2 Multivalue Method; 4.3 DAE Classes in the BzzMath Library; Chapter 5: DAE: Case Studies; 5.1 Introduction.
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5.2 Van der Pol Oscillator5.3 Regression Problems with the DAE Model; 5.4 Sparse Structured Matrices; 5.5 Industrial Case: Distillation Unit; Notations for Table 5.1; Chapter 6: Boundary Value Problems; 6.1 Introduction; 6.2 Shooting Methods; 6.3 Special Boundary Value Problems; 6.4 More General BVP Methods; 6.5 Selection of the Approximating Function; 6.6 Which and How Many Support Points Have to Be Considered?; 6.7 Which Variables Should Be Selected as Adaptive Parameters?; 6.8 The BVP Solution Classes in the BzzMath Library; 6.9 Adaptive Mesh Selection; 6.10 Case studies.
Weitere Ausg.:
Print version: ISBN 9781322110653
Sprache:
Englisch
Schlagwort(e):
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9783527667109
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9783527667109
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/9783527667109
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