Practical Numerical C Programming: Finance, Engineering, and Physics Applications - Softcover

Joyce, Philip

Softcover

ISBN 10: 1484261275 ISBN 13: 9781484261279

Publisher: Apress, 2020

Synopsis

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.

 

About this title

About the Author

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).

From the Back Cover

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.  

You will:

• 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

Edition details

• Publisher: Apress
• Publication date: 2020
• Language: English
• ISBN 10: 1484261275
• ISBN 13: 9781484261279
• Binding: Paperback
• Edition number: 1
• Number of pages: 290