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  • © 2016

Options and Derivatives Programming in C++

Algorithms and Programming Techniques for the Financial Industry

Apress

Authors:

  • Covers fundamental problems in options and derivatives trading

  • Presents design patterns for quantitative analysis

  • Shows how to build valuation models and pricing algorithms

  • 41k Accesses

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Table of contents (15 chapters)

  1. Front Matter

    Pages i-xxiii
  2. Options Concepts

    • Carlos Oliveira
    Pages 1-18
  3. Financial Derivatives

    • Carlos Oliveira
    Pages 19-34
  4. Basic Algorithms

    • Carlos Oliveira
    Pages 35-66
  5. Object-Oriented Techniques

    • Carlos Oliveira
    Pages 67-83
  6. Design Patterns for Options Processing

    • Carlos Oliveira
    Pages 85-100
  7. Template-Based Techniques

    • Carlos Oliveira
    Pages 101-113
  8. STL for Derivatives Programming

    • Carlos Oliveira
    Pages 115-126
  9. Functional Programming Techniques

    • Carlos Oliveira
    Pages 127-142
  10. Linear Algebra Algorithms

    • Carlos Oliveira
    Pages 143-160
  11. Algorithms for Numerical Analysis

    • Carlos Oliveira
    Pages 161-173
  12. Models Based on Differential Equations

    • Carlos Oliveira
    Pages 175-187
  13. Basic Models for Options Pricing

    • Carlos Oliveira
    Pages 189-205
  14. Monte Carlo Methods

    • Carlos Oliveira
    Pages 207-221
  15. Using Ckali Libraries for Finance

    • Carlos Oliveira
    Pages 223-240
  16. Credit Derivatives

    • Carlos Oliveira
    Pages 241-253
  17. Back Matter

    Pages 255-260

About this book

Learn how C++ is used in the development of solutions for options and derivatives trading in the financial industry. As an important part of the financial industry, options and derivatives trading has become increasingly sophisticated. Advanced trading techniques using financial derivatives have been used at banks, hedge funds, and pension funds. Because of stringent performance characteristics, most of these trading systems are developed using C++ as the main implementation language.

Options and Derivatives Programming in C++ covers features that are frequently used to write financial software for options and derivatives, including the STL, templates, functional programming, and support for numerical libraries. New features introduced in the C++11 and C++14 standard are also covered: lambda functions, automatic type detection, custom literals, and improved initialization strategies for C++ objects.

Readers will enjoy the how-to examples covering all the major tools and concepts used to build working solutions for quantitative finance. It includes advanced C++ concepts as well as the basic building libraries used by modern C++ developers, such as the STL and Boost, while also leveraging knowledge of object-oriented and template-based programming.

Options and Derivatives Programming in C++ provides a great value for readers who are trying to use their current programming knowledge in order to become proficient in the style of programming used in large banks, hedge funds, and other investment institutions. The topics covered in the book are introduced in a logical and structured way and even novice programmers will be able to absorb the most important topics and competencies.

What You Will Learn

  • Grasp the fundamental problems in options and derivatives trading
  • Converse intelligently about credit default swaps, Forex derivatives, and more
  • Implement valuation models and trading strategies
  • Build pricing algorithms around the Black-Sholes Model, and also using the Binomial and Differential Equations methods
  • Run quantitative finance algorithms using linear algebra techniques
  • Recognize and apply the most common design patterns used in options trading
  • Save time by using the latest C++ features such as the STL and the Boost libraries

Who This Book Is For

Professional developers who have some experience with the C++ language and would like to leverage that knowledge into financial software development. This book is written with the goal of reaching readers who need a concise, algorithms-based book, providing basic information through well-targeted examples and ready to use solutions. Readers will be able to directly apply the concepts and sample code to some of the most common problems faced in the analysis of options and derivative contracts.




Authors and Affiliations

  • Monmouth Junction, USA

    CARLOS OLIVEIRA

About the author

Carlos Oliveira works in the area of quantitative finance, with more than ten years of experience in creating scientific and financial models in C++. During his career, Carlos has developed several large-scale applications for financial companies such as Bloomberg L.P. and F-Squared Investments. 


Carlos Oliveira obtained a PhD in Operations Research and Systems Engineering from the University of Florida, an MSc in Computer Science from UFC (Brazil), and a BSc in Computer Science from UECE (Brazil). He has also performed academic research in the field of combinatorial optimization, with applications in diverse areas such as finance, telecommunications, computational biology, and logistics. Carlos has written more than 30 academic papers on optimization, and authored three books, including Practical C++ Financial Programming (Apress, 2015).


Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access