Practical Numerical C Programming
Finance, Engineering, and Physics Applications
(Sprache: Englisch)
Master the C code appropriate for numerical methods and computational modeling, including syntax, loops, subroutines, and files. Then, this hands-on book dives into financial applications using regression models, product moment correlation...
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Klappentext zu „Practical Numerical C Programming “
Master the C code appropriate for numerical methods and computational modeling, including syntax, loops, subroutines, and files. Then, this hands-on book dives into financial applications using regression models, product moment correlation coefficients, and asset pricing. Next, Practical Numerical C Programming covers applications for engineering/business such as supermarket stock reordering simulation as well as flight information boards at airports and controlling a power plant. Finally, the book concludes with some physics including building simulation models for energy and pendulum motion. Along the way, you'll learn center-of-mass calculations, Brownian motion, and more.
After reading and using this book, you'll come away with pragmatic case studies of actual applications using C code at work. Source code is freely available and includes the latest C20 standard release.
What You Will Learn
- Apply regression techniques to find the pattern for depreciation of the value of cars over a period of years
- Work with the product moment correlation coefficient technique to illustrate the accuracy (or otherwise) of regression techniques
- Use the past stock values of an asset to predict what its future values may be using Monte Carlo methods
- Simulate the buying of supermarket stock by shoppers and check the remaining stock: if it is too low print a message to reorder the stock
- Create a file of arrivals for an airport and send data to the airport's display boards to show the current situation for the incoming flights
- Simulate the patterns of particles moving in gases or solids
Who This Book Is For
Programmers and computational modelers with at least some prior experience with programming in C as well as programming in general.
Inhaltsverzeichnis zu „Practical Numerical C Programming “
PART 1 - INTRODUCTION.- 1. Review of C.- PART 2 - FINANCIAL APPLICATIONS.- 2. Regression.- 3. Product Moment Correlation Coefficient (PMCC).- 4. Asset Pricing.- PART 3 - ENGINEERING/INDUSTRIAL/COMMERCIAL APPLICATIONS.-5. Supermarket Stock Reordering Simulation.- 6. Flight Information Boards at Airports.- 7. Power Plant Control.-PART 4 - PHYSICS APPLICATIONS.-8. Potential Energy and Kinetic Energy Simulation.- 9. Pendulum Simulation.- 10. Centre of Mass Calculation.- 11. Brownian Motion.- 12. Vacancy Model of Atoms Moving in Solids.-Appendix A. Answers to exercises.Autoren-Porträt von Philip Joyce
Philip Joyce has 28 years experience as a software engineer - working on control of steel production, control of oil refineries, communications software (pre-Internet), office products (server software), and computer control of airports. Programming in Assembler, COBOL, Coral66, C, and C++. Mentor to new graduates in the company. He also has a MSc in computational physics (including augmented matrix techniques and Monte Carlo techniques using Fortran) - Salford University 1996. Chartered scientist, chartered physicist, member of the Institute of Physics (member of the higher education group).
Bibliographische Angaben
- Autor: Philip Joyce
- 2020, 1st ed., XIII, 277 Seiten, 67 farbige Abbildungen, Maße: 17,7 x 25,2 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 1484261275
- ISBN-13: 9781484261279
Sprache:
Englisch
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