An integrated guide to C++ and computational finance This complete guide to C++ and computational finance is a follow-up and major extension to Daniel J. Duffy's 2004 edition of Financial Instrument Pricing Using C++. Both C++ and computational finance have evolved and changed dramatically in the last ten years and this book documents these improvements. Duffy focuses on these developments and the advantages for the quant developer by:
- Delving into a detailed account of the new C++11 standard and its applicability to computational finance.
- Using de-facto standard libraries, such as Boost and Eigen to improve developer productivity.
- Developing multiparadigm software using the object-oriented, generic, and functional programming styles.
- Designing flexible numerical algorithms: modern numerical methods and multiparadigm design patterns.
- Providing a detailed explanation of the Finite Difference Methods through six chapters, including new developments such as ADE, Method of Lines (MOL), and Uncertain Volatility Models.
- Developing applications, from financial model to algorithmic design and code, through a coherent approach.
- Generating interoperability with Excel add-ins, C#, and C++/CLI.
- Using random number generation in C++11 and Monte Carlo simulation.
Duffy adopted a spiral model approach while writing each chapter of Financial Instrument Pricing Using C++ 2e: analyse a little, design a little, and code a little. Each cycle ends with a working prototype in C++ and shows how a given algorithm or numerical method works. Additionally, each chapter contains non-trivial exercises and projects that discuss improvements and extensions to the material.
This book is for designers and application developers in computational finance, and assumes the reader has some fundamental experience of C++ and derivatives pricing.
HOW TO RECEIVE THE SOURCE CODE
Once you have purchased a copy of the book please send an email to the author dduffyATdatasim.nl requesting your personal and non-transferable copy of the source code. Proof of purchase is needed. The subject of the mail should be "C++ Book Source Code Request". You will receive a reply with a zip file attachment.
The New Way C++ Does Computational Finance
The goal of Financial Instrument Pricing Using C++, Second Edition, is to apply modern C++ language and design features to the creation of efficient and robust applications. This book not only documents these developments, but also highlights the advantages for the quant developer:
- Comprehensive and detailed exposition of improved and new C++ syntax; extensive examples and application code
- Using C++11 libraries for random number generation, concurrency, STL and more
- Overhaul of object-oriented design patterns and porting them to a multiparadigm programming model
- IEEE 754 and multiprecision; interfacing C++ with .NET and C#
- Modern PDE/FDM: ADE; Soviet Splitting and Method of Lines, (Parallel) Monte Carlo and lattice methods
- Support for numerical libraries
- Machine-readable code
Daniel Duffy used a spiral model approach in writing each chapter of this book: analyse a little, design a little, and code a little. Each cycle ends with a working prototype in C++ and shows how a given algorithm or numerical method works. Additionally, each chapter contains non-trivial exercises and projects that discuss improvements and extensions to the material. This book is for designers and application developers in computational finance, and assumes the reader has some fundamental experience of C++ and derivatives pricing.
