COS 126: Fall 1996 Rational Arithmetic |
Due: Wed. 10/9, 11:59pm |
For this assignment, you will implement a rational arithmetic packagea
set of functions that does arithmetic on a precise representation of rational
numbers. You'll write the functions reduce
, add
,
minus
, multiply
, and divide
in one
file, rat.c
. You'll also write a test program, testrat.c
,
that computes x2/(x - 1) where x is a
rational number. The purpose of this assignment is to learn about type
definitions, packaging interfaces and implementations, using modules, and
arithmetic overflow.
Rational numbers are numbers that can be represented as the ratio of two integers, i.e., any number p/q where p and q are integers is a rational number. C represents noninteger rational numbers using floats or doubles, but these types can't represent all rationals precisely. The rational number package represents a rational number with a 2-element integer array:
int x[2];
represents the rational x[0]
/x[1]
. When a C type
is used repeatedly for representing another, more abstract, type, it's
conventional to specify a new type name in a type definition. The
declaration
typedef int Rational[2];
declares Rational to be the type "int [2]
"a
2-element array of ints. Henceforth, rational numbers can be declared with
declarations like
Rational x;
here are many representations for each rational number. For example, 2/3 can be represented as 2/3, 4/6, 18/27, and even 2x/3x for any postive x. We'll use only the reduced representation for a rational number: p/q is reduced if q>0 and the greatest common divisor or p and q is 1. You'll need a function that given an arbitrary s/t, computes the equivalent reduced p/q, which can be done by computing the greatest common divisor, the "gcd", of s and t.
Euclid's famous algorithm for computing the gcd of s and t is based on the observation that, for positive s and t with s <= t, the gcd of s and t is the same as the gcd of s and t-s. This observation leads to the following function for computing the gcd.
int gcd(int s, int t) { s = abs(s); t = abs(t); if (s > t) { int temp = s; s = t; t = temp; } while (s > 0) { t -= s; if (s > t) { int temp = s; s = t; t = temp; } } return t; }
abs
is the standard library function (declared in stdlib.h
)
that returns the absolute value of its argument. This algorithm is simple, but
there's an important improvement: When t is much larger than s,
Euclid's algorithm loops many times before finding the (relatively small) gcd.
Many of these iterations can be avoided by noticing that for positive s
and t with s <= t the gcd of s and
t is equal to the gcd of s and t mod s.
The rational arithmetic interface is specified in the header file /u/cs126/examples/rat.h. Here are the functions:
extern void reduce(Rational z, int p, int q)
z
to the reduced representation for p/q
.extern void minus(Rational z, Rational y)
z
to the reduced representation for -y
. In
a negative Rational, the numerator is negative and the denominator is positive.extern void add(Rational z, Rational x, Rational y)
extern void
multiply(Rational z, Rational x, Rational y)
extern void divide(Rational z,
Rational x, Rational y
z
to the reduced for, respectively, x + y
,
x * y
, and x / y
.Implement these functions in rat.c
. You'll need to include
rat.h
. You can copy
/u/cs126/examples/rat.h,
but don't change it. You can avoid copying
/u/cs126/examples/rat.h
by telling lcc
to find the include file in /u/cs126/examples
:
% lcc -c -I/u/cs126/examples rat.c
Test your implementation by writing a program, testrat.c
,
that, for each of its rational number arguments x, computes x2/(x
- 1), and prints the result and the intermediate values. For example,
% lcc -I/u/cs126/examples testrat.c rat.c % a.out 1/2 2/3 4/6 451/232 (1/2)^2/(1/2 - 1) = (1/2)(1/2 / -1/2) = (1/2)(-1/1) = -1/2 (2/3)^2/(2/3 - 1) = (2/3)(2/3 / -1/3) = (2/3)(-2/1) = -4/3 (2/3)^2/(2/3 - 1) = (2/3)(2/3 / -1/3) = (2/3)(-2/1) = -4/3 (451/232)^2/(451/232 - 1) = (451/232)(451/232 / 219/232) = (451/232)(451/219) = 203401/50808
As the output in this example suggests, testrat.c
computes
x2/(x - 1) by computing x(x/(x
- 1)). testrat.c
needs to include rat.h
, too, and is
thus an example of a "client," which is a program that uses a
general-purpose package, like rat.c
. testrandom.c
,
which includes random.h
, is another example of a client.
The straightforward implementation of the rational arithmetic interface is
easy, but has an important flaw, which is illustrated by
/u/cs126/examples/area.c
:
% lcc -I/u/cs126/examples /u/cs126/examples/area.c rat.c % a.out 30 40 50 1600 1700 30: area=899/1350 ~= 0.665926 40: area=533/800 ~= 0.66625 50: area=165886213/39465450 ~= 4.20333 1600: area=-1/0 ~= -Inf 1700: area=-7285019/9736072 ~= -0.74825
area.c
computes an estimate of the area under the curve x2 in the
interval -1 to 1 by summing the areas of N rectangular regions between
-1 and 1, where N is given by the program arguments. The correct
answer is 2/3; as shown above, area gets the right answer for small N,
but goes badly off the track for larger N. You don't have to
understand area.c
; just use it to test your rational
arithmetic functions.
The problem is overflow: The products formed by the rational
arithmetic functions might overflow, which leads to erroneous results, even if
the result can be represented. For example, a/b × c/d
is equal the reduced value of ac/bd, but either ac or bd
might overflow before the reduction. It is possible to avoid some of these
overflows by judicious use of the gcd in the implementation of the rational
arithmetic functions. Done properly,
area.c
can use much larger values of N:
% a.out 30 40 50 1600 1700 30: area=8990/13500 ~= 0.665926 40: area=21320/32000 ~= 0.66625 50: area=41650/62500 ~= 0.6664 1600: area=1365332800/2048000000 ~= 0.666666 1700: area=-853610036/-970333984 ~= 0.879707
Figure out how to avoid overflow in your implementation of the rational
functions and test it on
area.c
.
Explain your approach in your readme
file.
Turn in your code and your documentation with the command
/u/cs126/bin/submit 4 readme rat.c testrat.c
Do not turn in rat.h
or area.c
.
References
R. Sedgewick, Algorithms in C,
2nd ed., Addison-Wesley, 1990, pp. 8-9.