Unit2 algorithmic problem_solving

http://www.comp.nus.edu.sg/~cs1010/
UNIT 2
Algorithmic Problem Solving

Unit 2: Algorithmic Problem Solving
1. Problem Solving Process
2. Algorithm
3. Control Structures
4. Examples of Pseudocodes
5. Euclid’s Algorithm
CS1010 (AY2014/5 Semester 1) Unit2 - 2© NUS

Problem Solving Process
Analysis
Design
Implementation
Testing
Iterative
process

Analysis
Design
Implementation
Testing
Iterative
process

Analysis
Design
Implementation
Testing
Iterative
process
Algorithmic
Determine
problem
features
Write
algorithm
Produce
code
Check for
correctness and
efficiency
What is an
algorithm?

Algorithm (1/3)
CS1010 (AY2014/5 Semester 1) Unit2 - 6
 An algorithm is a well-defined computational
procedure consisting of a set of instructions,
that takes some value or set of values as
input, and produces some value or set of
values as output.
© NUS
Input Algorithm Output
‘Algorithm’ stems from ‘Algoritmi’, the Latin form of al-
Khwārizmī, a Persian mathematician, astronomer and geographer.
Source: http://en.wikipedia.org/wiki/Algorithm

Algorithm (2/3)
 An algorithm has these properties:
© NUS
Exact Terminate
Effective General
Each step
must be exact.
(Or it will not be
precise.)
The
algorithm
must
terminate.
(Or no solution
will be obtained.)
The
algorithm
must be
effective.
(i.e. it must solve
the problem.)
The algorithm
must be
general.
(Within the
constraints of the
system/language.)

Algorithm (3/3)
 Ways of representing an algorithm:
© NUS
Flowchart Pseudocode
lynda.com

Algorithm: Example #1

Algorithm: Example #2 (1/2)
 Find maximum and average of a list of numbers:
Flowchart
start
sum  count  0
max  0
end of
input?
Enter num
increment count
sum  sum + num
Yes
No
num > max?
Yes
No
max  num
ave  sum/count
end
Terminator box
Process box
Decision box
print max, ave

Algorithm: Example #2 (2/2)
 Find maximum and average of a list of numbers:
sum  count  0 // sum = sum of numbers
// count = how many numbers are entered?
max  0 // max to hold the largest value eventually
for each num entered,
count  count + 1
sum  sum + num
if num > max
then max  num
ave  sum / count
print max, ave Are there any errors
in this algorithm?
The need to initialise variables.
The need to indent.
Pseudocode

Algorithm: Pseudocode
 We will write algorithms in pseudocode instead
of flowchart as the former is more succinct
 However, there are no standard rules on how
pseudocodes should look like
 General guidelines:
 Every step must be unambiguous, so that anybody is
able to hand trace the pseudocode and follow the
logic flow
 Use a combination of English (keep it succinct) and
commonly understood notations (such as  for
assignment in our previous example)

Control Structures (1/2)
 An algorithm is a set of instructions, which are
followed sequentially by default.
 However, sometimes we need to change the
default sequential flow.
 We study 3 control structures.
© NUS

Control Structures (2/2)
• DefaultSequence
• Also called
branchingSelection
• Also called
loopRepetition
True False
?
True
False ?

Data Representation
 Internal representation: bits (binary digits) 0 and 1
 1 byte = 8 bits
 In programming, we need variables to hold data. A
variable has an associated data type and occupies
memory space. In the following slides, variables are
shown as boxes.
 Some data types in C (list is not exhaustive)
 Integers: int, short, long (int is most common)
 Real numbers: float, double
 Characters: char
 Self-reading: Lesson 1.4 in reference book
© NUS

Control Structures: Sequence (1/2)
 Task: Compute the average of three integers
© NUS
Each box represents a variable.
Important concepts: Each variable has
a unique name and contains a value.
A possible algorithm:
enter values for num1, num2, num3
ave  ( num1 + num2 + num3 ) / 3
print ave
Variables used:
num1 num2 num3
ave
Another possible algorithm:
enter values for num1, num2, num3
total  ( num1 + num2 + num3 )
ave  total / 3
print ave
Variables used:
num1 num2 num3
ave
total

Control Structures: Sequence (2/2)
 Task: Compute the average of three integers
 How the program might look like
© NUS
// This program computes the average of 3 integers
#include <stdio.h>
int main(void) {
int num1, num2, num3;
float ave;
printf("Enter 3 integers: ");
scanf("%d %d %d", &num1, &num2, &num3);
ave = (num1 + num2 + num3) / 3.0;
printf("Average = %.2fn", ave);
return 0;
}
Unit2_prog1.c

Control Structures: Selection (1/3)
 Task: Arrange two integers in ascending order (sort)
© NUS
Algorithm A:
enter values for num1, num2
// Assign smaller number into final1,
// and larger number into final2
if (num1 < num2)
then final1  num1
final2  num2
else final1  num2
final2  num1
// Transfer values in final1, final2 back to num1, num2
num1  final1
num2  final2
// Display sorted integers
print num1, num2
Variables
used:
num1 num2
final1 final2
True False
?

 Task: Arrange two integers in ascending order (sort)
© NUS
Algorithm B:
enter values for num1, num2
// Swap the values in the variables if necessary
if (num2 < num1)
then temp  num1
num1  num2
num2  temp
// Display sorted integers
print num1, num2
Variables
used:
num1 num2
temp
Compare Algorithm A with Algorithm B.
True False
?

 How the program might look like for Algorithm B
© NUS
// This program arranges 2 integers in ascending order
#include <stdio.h>
int main(void) {
int num1, num2, temp;
printf("Enter 2 integers: ");
scanf("%d %d", &num1, &num2);
if (num2 < num1) {
temp = num1; num1 = num2; num2 = temp;
}
printf("Sorted: num1 = %d, num2 = %dn", num1, num2);
return 0;
}
Unit2_prog2.c
True False
?

Control Structures: Repetition (1/3)
 Task: Find sum of positive integers up to n (assume n>0)
© NUS
Algorithm:
enter value for n
// Initialise a counter count to 1, and ans to 0
count  1
ans  0
while (count <= n) do
ans  ans + count // add count to ans
count  count + 1 // increase count by 1
// Display answer
print ans
Variables
used:
n
count
ans
Initialisation is
very important!
True
False
?

 Important to trace pseudocode to check its correctness
© NUS
Algorithm:
enter value for n
count  1
ans  0
while (count <= n) do
ans  ans + count
count  count + 1
// Display answer
print ans
count ans(count <= n)?
Assume user enters 3 for n.
1 0
true 12
true 33
true 64
false
Output: 6
True
False
?

 How the program might look like
© NUS
// Computes sum of positive integers up to n
#include <stdio.h>
int main(void) {
int n; // upper limit
int count=1, ans=0; // initialisation
printf("Enter n: ");
scanf("%d", &n);
while (count <= n) {
ans += count;
count++;
}
printf("Sum = %dn", ans);
return 0;
}
Unit2_prog3.c
True
False
?

Euclid’s Algorithm (1/3)
 To compute the greatest common divisor
(GCD) of two integers
 First documented algorithm by Greek
mathematician Euclid in 300 B.C.
 Also known as Euclidean Algorithm
© NUS
1. Let A and B be integers with A > B ≥ 0.
2. If B = 0, then the GCD is A and algorithm ends.
3. Otherwise, find q and r such that
A = q.B + r where 0 ≤ r < B
4. Replace A by B, and B by r. Go to step 2.

 q is not important;
r is the one that
matters.
 r could be obtained
by A modulo B (i.e.
remainder of A / B)
 Assumption on A > B
unnecessary
1. Let A and B be integers with A > B ≥ 0.
2. If B = 0, then the GCD is A and algorithm ends.
3. Otherwise, find q and r such that
A = q.B + r where 0 ≤ r < B
4. Replace A by B, and B by r. Go to step 2.
 We will rewrite the
algorithm

 Euclid’s algorithm rewritten in modern form
© NUS
// Assume A and B are non-negative
// integers, but not both zeroes.
Algorithm GCD(A, B) {
while (B > 0) {
r  A modulo B
A  B
B  r
}
result is A
}
Let’s trace GCD(12, 42)
B(B > 0)? Ar
12
true
42
42 1212
true 12 66
true 6 00
false
Result: 6

Summary
 In this unit, you have learned about
 The process of algorithmic problem solving
 The properties of an algorithm
 The three control structures
 How to write algorithms in pseudocode
 Tracing algorithms to verify their correctness
© NUS

End of File

Unit2 algorithmic problem_solving

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