Introduction to C++ for Financial Engineers

An Object–Oriented Approach

Gebonden Engels 2006 9780470015384
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

This book introduces the reader to the C++ programming language and how to use it to write applications in quantitative finance (QF) and related areas. No previous knowledge of C or C++ is required –– experience with VBA, Matlab or other programming language is sufficient. The book adopts an incremental approach; starting from basic principles then moving on to advanced complex techniques and then to real–life applications in financial engineering. There are five major parts in the book:

C++ fundamentals and object–oriented thinking in QF
Advanced object–oriented features such as inheritance and polymorphism
Template programming and the Standard Template Library (STL)
An introduction to GOF design patterns and their applications in QF Applications

The kinds of applications include binomial and trinomial methods, Monte Carlo simulation, advanced trees, partial differential equations and finite difference methods.

This book includes a companion website with all source code and many useful C++ classes that you can use in your own applications. Examples, test cases and applications are directly relevant to QF.

This book is the perfect companion to Daniel J. Duffy s book Financial Instrument Pricing using C++ (Wiley 2004, 0470855096 / 9780470021620)

Specificaties

ISBN13:9780470015384
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:438

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Inhoudsopgave

<p>0 Goals of this Book and Global Overview 1</p>
<p>PART I C++ ESSENTIAL SKILLS 5</p>
<p>1 Introduction to C++ and Quantitative Finance 7</p>
<p>2 The Mechanics of C++: from Source Code to a Running Program 15</p>
<p>3 C++ Fundamentals and My First Option Class 31</p>
<p>4 Creating Robust Classes 49</p>
<p>5 Operator Overloading in C++ 63</p>
<p>6 Memory Management in C++ 79</p>
<p>7 Functions, Namespaces and Introduction to Inheritance 93</p>
<p>8 Advanced Inheritance and Payoff Class Hierarchies 113</p>
<p>9 Run–Time Behaviour in C++ 133</p>
<p>10 An Introduction to C++ Templates 153</p>
<p>PART II DATA STRUCTURES, TEMPLATES AND PATTERNS 167</p>
<p>11 Introduction to Generic Data Structures and Standard Template Library (STL) 169</p>
<p>12 Creating Simpler Interfaces to STL for QF Applications 187</p>
<p>13 Data Structures for Financial Engineering Applications 203</p>
<p>14 An Introduction to Design Patterns 223</p>
<p>PART III QF APPLICATIONS 243</p>
<p>15 Programming the Binomial Method in C++ 245</p>
<p>16 Implementing One–Factor Black Scholes in C++ 265</p>
<p>17 Two–Factor Option Pricing: Basket and Other Multi–Asset Options 283</p>
<p>18 Useful C++ Classes for Numerical Analysis Applications in Finance 305</p>
<p>19 Other Numerical Methods in Quantitative Finance 315</p>
<p>20 The Monte Carlo Method Theory and C++ Frameworks 327<br />Dr. Joerg Kieritz and Daniel J. Duffy</p>
<p>21 Skills Development: from White Belt to Black Belt 345</p>
<p>21.1 Introduction and objectives 345</p>
<p>PART IV BACKGROUND INFORMATION 351</p>
<p>22 Basic C Survival Guide 353</p>
<p>23 Advanced C Syntax 363</p>
<p>24 Datasim Visualisation Package in Excel: Drivers and Mechanisms 373</p>
<p>25 Motivating COM and Emulation in C++ 391</p>
<p>26 COM Fundamentals 401</p>
<p>References 407</p>
<p>Index 409</p>

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        Introduction to C++ for Financial Engineers