Buch, Englisch, Band 278, 470 Seiten, HC runder Rücken kaschiert, Format (B × H): 160 mm x 241 mm, Gewicht: 893 g
Reihe: International Series in Operations Research & Management Science
Buch, Englisch, Band 278, 470 Seiten, HC runder Rücken kaschiert, Format (B × H): 160 mm x 241 mm, Gewicht: 893 g
Reihe: International Series in Operations Research & Management Science
ISBN: 978-3-030-15677-0
Verlag: Springer International Publishing
The text is written in two parts. Part I provides a succinct, one-term inauguration into the primary routines on which a further study of computational science rests. The material is organized so that the transition to computational science from coursework in calculus, differential equations, and linear algebra is natural. Beyond the mathematical and computational content of Part I, students gain proficiency with elemental programming constructs and visualization, which are presented in MATLAB syntax. The focus of Part II is modeling, wherein students build computational models, compute solutions, and report their findings. The models purposely intersect numerous areas of science and engineering to demonstrate the pervasive role played by computational science.
Zielgruppe
Graduate
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Chapter 1. Solving Single Variable Equations.- Chapter 2. Solving Systems of Equations.- Chapter 3. Approximation.- Chapter 4. Optimization.- Chapter 5. Ordinary Di?erential Equations.- Chapter 6. Stochastic Methods & Simulation.- Chapter 7. Computing Considerations.- Chapter 8. Modeling with Matrices.- Chapter 9. Modeling with Ordinary Di?erential Equations.- Chapter 10. Modeling with Delayed Di?erential Equations.- Chapter 11. Partial Di?erential Equations.- Chapter 12. Modeling with Optimization and Simulation.- Chapter 13. Regression Modeling.- Appendix A.