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CSE 102 Introduction to Computer Engineering. What is an Algorithm?. What is an algorithm?. An algorithm is a well-defined procedure that allows the computer to solve a problem. What is an algorithm?. Example algorithms: Cooking a dish Making a peanut-butter jelly sandwich
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CSE 102Introduction to Computer Engineering What is an Algorithm?
What is an algorithm? An algorithm is a well-defined procedure that allows the computer to solve a problem.
What is an algorithm? Example algorithms: • Cooking a dish • Making a peanut-butter jelly sandwich • Shampooing hair • Programming a VCR • Making a pie
Example Is this an algorithm? • Step 1: Wet hair • Step 2: Lather • Step 3: Rinse • Step 4: Repeat Would you manage to wash your hair with this algorithm? How about a robot? Why (not)?
Algorithms An algorithm must: • be well-ordered and unambiguous, • each operation must be effectively computable, • terminate
Example Problem: Find and print the 100th prime number • A prime number is a whole number not evenly divisible by any other number other than 1 and itself Algorithm (?): 1. Generate a list of all prime numbers n1, n2, n3, … 2. Sort the list in ascending order 3. Print out the 100th element in this list Is this an algorithm?
Algorithms An algorithm consists of: • the actions to be executed, and • the order in which the actions are to be executed
Example Problem: Find the sum of the first 5 numbers in a list. Actions: • Set the initial value of SUM to 0 • Take the first number from the list • Add the number to SUM • Take the next number from the list Algorithm: • Set the initial value of SUM to 0 • Take the first number from the list • Add the number to SUM • Take the next number from the list • Repeat steps 3-4 five times
Pseudocode Pseudocode is an informal language that helps programmers develop algorithms.
Example Problem: Find the sum of the first 5 numbers in a list. Pseudocode: • SUM ← 0 • N ← first number in the list • SUM ← SUM + N • N ← next number in the list • Repeat steps 3-4 five times
Flowchart Flowchart is a graphical representation of an algorithm.
Example Problem: Find the sum of the first 5 numbers in a list. start SUM ← 0 N ← first number in the list SUM ← SUM + N N ← next number in the list five times False True exit
Flowchart Flowchart symbols: • Sequence structure • Selection structure • Repetition structure
Flowchart Sequence structure SUM ← 0
Flowchart Selection structure False True N>50
Flowchart Repetition structure repeated action True condition False
Example Problem: Read the grades of 20 students and print “passed” if the grade is greater than or equal to 50, otherwise print “failed”. COUNT ← 0 Read grade True False grade >= 50 Print “failed” Print “passed” COUNT ← COUNT+1 COUNT=20 False True exit
Variables Variable • A named memory location that can store a value • Think of it as a box into which you can store a value, and from which you can retrieve a value Examples: Example of operations • Set the value of i to 3 • Set the value of M to i*3 + 12 • Set the value of i to i+10 i M
A model for visualizing an algorithm Algorithm Variables Operations An algorithm consists of operations that involve variables
Primitive operations • Get input from user • Get the value of x from user • Assign values to variables using basic arithmetic operations • Set the value of x to 3 • Set the value of y to x/10 • Set the value of z to x +25 • Print output to user • Print the value of y, z to the user
Example Problem: For any three numbers input by the user, compute their sum and average, and output them Example of algorithm in pseudocode: Variables: a, b, c, sum, avg • Get the values of a, b, c from user • Set avg to (a+b+c)/3 • Set sum to (a+b+c) • Print sum and avg
Example 2 Problem: Given any value of radius from the user, compute and print the circumference of a circle with that radius Algorithm in pseudocode: variables: r, c 1. Get the value of r from user 2. Set c to 2 * pi * r 3. Print “The circumference of your circle is “ c
Basic operations • Read the input from user • Get x • Get a, b, c • Print the output to the user • Print x • Print “Your mileage is ” x • Cary out basic arithmetical computations • Set x to 10 • Set y to x*x/3
Conditional statements Specify a statement that may or may not be done: if <condition> then <statement to be done> else <statement to be done otherwise> Example if the value of A is greater than 5 then set the value of B to 1 else set the value of B to 0
Loop statements specify a group of statements that may be done several times (repeated): repeat until <condition> < statements to be repeated > • How does this work? • Condition is evaluated • If it is true than the loop terminates and the next instruction to be executed will be the instruction immediately following the loop • If it is false, then the algorithm executes the <statements to be repeated> in order, one by one
Example Variables: count Step 1: set count to 1 Step 2: repeat step 3 to step 5 until count is > 10 Step 3: set square to count *count Step 4: print value of square and value of count Step 5: add 1 to count Step 6: end • What does this algorithm do? • Note: indentation • Not necessary, but makes reading/understanding algorithms easier
Pseudocode examples Equivalent: • Set the value of a to 1 • Set a to 1 • a=1 • a←1 Equivalent: • Add 1 to count • Set count to count + 1 • Increment the value of count by 1 • count = count + 1 • count ← count + 1 Writing in pseudocode gives you the freedom to choose any of these!
Incorrect • Set 1 to a • Add a + b (what do you do with the result?) • Set a+b +3 • Note: not the same • set a to b • set b to a • Example: what is the output of the following algorithms? set a to 2 set a to 2 set b to 4 set b to 4 set a to b set b to a print a, b print a, b
A model for visualizing an algorithm’s behavior Computer Algorithm Input (keyboard) Output (screen) Variables
Designing Algorithms: A Methodology Read the problem, identifying the input and the output. What variables are needed? What computations are required to achieve the output? Usually, the first steps in your algorithm bring input values to the variables. Usually, the last steps display the output So, the middle steps will do the computation. If the process is to be repeated, add loops.
More algorithms • Write algorithms to find • the largest number in a list of numbers (and the position where it occurs) • the smallest number in a list of numbers (and the position where it occurs) • the range of a list of numbers • Range= largest - smallest • the average of a list of numbers • the sum of a list of numbers