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04/19/23 CS 631: Abstract Factory Pattern 1

Abstract Factory Design Pattern


Outline

• Application– Measuring interest rates

• Annual compounding

• Other types of discrete compounding

• Continuous compounding

– Valuation factory

• Abstract Factory– Design

– Analysis

– Implementation


Measuring Interest Rates: Compounding

• A bank states the interest rate on 1-year deposits is 10% per annum.

• The precise meaning of the statement depends on the way the interest rate is measured.– If it is quoted with annual compounding, $100 grows to:

• $100 1.1 = $110

– If it is expressed with semiannual compounding, we earn 5% every 6 months; $100 grows to:

• $100 1.05 1.05 =$110.25

– In case of quarterly compounding:• $100 1.0254 = $110.38


Compounding Frequency

• Compounding frequency defines the units in which an interest rate is measured.– A rate expressed with one frequency can be converted into

an equivalent rate with a different frequency.• For example, 10.25% with annual compounding is equivalent to

10% with semiannual compounding.

– Two different compounding frequencies represent two different units of measurement.

– Suppose that amount A is invested for n years at the interest rate 10% per annum. If the rate is compounded m times per annum, the final value of the investment is:

mn

m

RA )1(


Continuous compounding

• The limit as m tends to infinity is known as continuous compounding. It can be shown that A grows to:– A eRn

– In our previous example A=$100, R=0.1, n=1; so A grows to:

• $100 e0.1 = $110.52

• It is almost the same as daily compounding

– Discounting (getting the present value) involves multiplying by e-Rn.

– The interest rate with continuous compounding can be converted to the rate with "discrete" compounding.

• Continuous compounding is widely used in valuing securities.


Valuation Factory

• Consider a market simulator that needs to generate and evaluate instruments of the same type.

• Such simulator depends on the following components:– Instrument, such as Bond, CD, etc.

• The instrument needs to provide the list of payments (cash flows).

– The discounting method used for valuation.• It is based on the compounding frequency.

• The market simulator needs a way to randomly generate instruments and discounting.– ValuationFactory provides a way to generate instruments

and discounting consistently.


Valuation Factory Design


Abstract Factory: Analysis

• Intent– to provide interface for creating a family of related or

dependent objects without specifying their concrete classes.

• Applicability– when a system should be independent of how its

components or products are created.

– when a system should be configurable with one of multiple interchangeable families or products.

– when a family of related products should not be mixed with similar products from different families.

– when only interfaces of the products are exposed, while the implementation of the products is not revealed.


Abstract Factory Analysis (cont.)

• Participants– AbstractFactory (ValuationFactory)

• defines methods that create abstract products (createInstrument, createDiscounting).

– ConcreteFactory (BondValuation, CDValuation)• implements the methods to create instances of ConcreteProduct.

– AbstractProduct (Instrument, Discounting)• defines an interface for a type of product.

– ConcreteProduct (Bond, ConinuousDscounting)• defines a product to be created by the corresponding concrete

factory.

– Client (MarketSimulator)• uses only AbstractFactory and AbstractProduct.


Implementation: MarketSimulator

class MarketSimulator{public: void run(const ValuationFactory& factory) { Instrument* instr = factory.createInstrument(); Discounting* disc = factory.createDiscounting(); double price=0; for each payment in instr->getPayments() price += disc->price(payment.term, payment.amount); } ...};class ValuationFactory{public: virtual Instrument* createInstrument() = 0; virtual Discounting* createDiscounting() = 0;};


Implementation: BondValuation

class BondValuation : public ValuationFactory{public: virtual Instrument* createInstrument() { ... randomly create principal ... ... randomly create coupon ... ... randomly create maturity ... ... randomly create interval ... return new Bond (principal, coupon, maturity, interval); } virtual Discounting* createDiscounting() { ... randomly generate interest rate ... return new ContinuousDiscounting(rate); }};


Implementation: CDValuation

class CDValuation : public ValuationFactory{public: virtual Instrument* createInstrument() { ... randomly create principal ... ... randomly create interest rate ... ... randomly create maturity ... return new CD(principal, rate, maturity); } virtual Discounting* createDiscounting() { ... randomly generate interest rate ... ... generate compounding frequency ... return new DiscreteDiscounting(frequency); }};


Implementation: Instrument

struct Payment{ double term; double amount;};

class Instrument{public: Instrument(); virtual ~Instrument() {} virtual vector<Payment> getPayments() {return this->payments;}

protected: vector<Payment> payments;};


Implementation: CD

class CD : public Instrument{public: CD(double principal, double rate, double maturity) { this->maturity = maturity; this->principal = principal; this->rate = rate; // A single payment at the end of maturity this->payments.push_back(Payment(this->maturity, this->principal*pow(1+this->rate,this->maturity)); ... }protected: double principal; double maturity; double rate;};


Implementation: Discounting

class Discounting{public: Discounting(double r) : rate(r) {} virtual double price(double amount, double term) = 0;

protected: double rate;};


Implementation: DiscreteDiscounting

class DiscreteDiscounting{public: DiscreteDiscounting(double r, double f) : Discounting(r), frequency(f) {} virtual double price(double amount, double term) { return amount / ((1 + this->rate/this->frequency)^ (term * this->frequency); }

protected: double frequency;};