Download PDF by CARLOS OLIVEIRA: Options and Derivatives Programming in C++: Algorithms and

By CARLOS OLIVEIRA

This is a hands-on booklet for programmers desirous to learn the way C++ is utilized in the advance of recommendations for suggestions and derivatives buying and selling within the monetary undefined. As a big a part of the monetary undefined, strategies and derivatives buying and selling has develop into more and more refined. complicated buying and selling ideas utilizing monetary derivatives were used at banks, hedge money, and pension money. as a result of stringent functionality features, every one of these buying and selling structures are constructed utilizing C++ because the major implementation language.

Options and Derivatives Programming in C++ covers positive factors which are often used to put in writing monetary software program for concepts and derivatives, together with the STL, templates, useful programming, and aid for numerical libraries. New positive factors brought within the C++11 and C++14 normal also are lined: lambda features, automated kind detection, customized literals, and more advantageous initialization ideas for C++ objects.

Readers will benefit from the how-to examples protecting all of the significant instruments and ideas used to construct operating strategies for quantitative finance. It contains complicated C++ techniques in addition to the elemental development libraries utilized by sleek C++ builders, reminiscent of the STL and enhance, whereas additionally leveraging wisdom of object-oriented and template-based programming.

Options and Derivatives Programming in C++ presents a good price for readers who're attempting to use their present programming wisdom with the intention to develop into educated within the sort of programming utilized in huge banks, hedge cash, and different funding associations. the subjects coated within the booklet are brought in a logical and dependent manner or even amateur programmers might be capable of soak up an important subject matters and competencies.

What you'll Learn

  • Grasp the basic difficulties in recommendations and derivatives trading
  • Converse intelligently approximately credits default swaps, foreign money derivatives, and more
  • Implement valuation types and buying and selling strategies
  • Build pricing algorithms round the Black-Sholes version, and in addition utilizing the Binomial and Differential Equations methods
  • Run quantitative finance algorithms utilizing linear algebra concepts

  • Recognize and follow the most typical layout styles utilized in recommendations trading
  • Save time by utilizing the most recent C++ positive factors reminiscent of the STL and the enhance libraries

Who This publication Is For

Options and Derivatives Programming in C++is for pro builders who've a few event with the C++ language and want to leverage that wisdom into monetary software program improvement. This booklet is written with the objective of attaining readers who desire a concise, algorithms-based publication, supplying simple details via well-targeted examples and able to use ideas. Readers can be capable of at once follow the ideas and pattern code to a couple of the most typical difficulties confronted within the research of strategies and spinoff contracts.


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Additional info for Options and Derivatives Programming in C++: Algorithms and Programming Techniques for the Financial Industry

Example text

For example, when working with options, this equation will result in a formula that returns the price of a call or put option, which will depend on the desired strike. Moreover, the exact formula will change depending on the type of exercise: either an American- or European-style option. You will see in later chapters a few examples of how the general equation can be used with different derivatives. Numerical Models As discussed in the previous section, the existing models for options pricing are based on the Black-Scholes equation, which describes the variation of derivative prices with time, along with a number of other parameters.

The constructor used in this case is the default constructor, which results in an empty vector. The vector is then populated inside the for loop using the vector::push_back, a member function that adds a new element at the end of the vector and resizes the vector if more space is necessary. The fragment uses the value returned by computeRandomStep(), starting from the previous price stored in the variable prev. push_back(val); prev = val; } return walk; } Finally, you can see the computeRandomStep member function, which generates a new random price according to the simulation arguments.

Include // // Simple random walk generating class. This class can be // used for price simulation purposes. // class RandomWalkGenerator { public: // // class constructors RandomWalkGenerator(int size, double start, double step); RandomWalkGenerator(const RandomWalkGenerator &p); // destructor ~RandomWalkGenerator(); // assignment operator RandomWalkGenerator &operator=(const RandomWalkGenerator &p); // main method that returns a vector with values of the random walk std::vector generateWalk(); // returns a single step of the random walk double computeRandomStep(double currentPrice); 29 Chapter 2 ■ Financial Derivatives private: int m_numSteps; // the number of steps double m_stepSize; // size of each step (in percentage points) double m_initialPrice; // starting price }; #endif /* defined(__CppOptions__RandomWalkGenerator__) */ Listing 2-2.

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