Application of FCP to Probability Problems (Grade 12 NSC Matric Mathematics): Revision Notes
Application of FCP to Probability Problems
When to use counting principles for probability
When you need to find the probability of an event occurring, you might discover that the total number of arrangements in the sample space and the total number of arrangements for your specific event are very large numbers. In these situations, the basic probability techniques you learned earlier may no longer be practical or efficient to use.
This is where the fundamental counting principle becomes extremely valuable for solving probability problems. Instead of trying to list out every single possible outcome, you can use counting techniques to determine the total number of arrangements mathematically.
The fundamental counting principle is particularly useful when dealing with complex probability problems involving multiple stages or when the sample space contains thousands or millions of possible outcomes.
The fundamental counting principle formula
The probability of an event E is calculated using this essential formula:
Where:
- = probability of event E occurring
- = total number of arrangements of the event E
- = total number of arrangements of the sample space S
This formula allows you to find probabilities by counting favourable outcomes and total possible outcomes, rather than listing everything out individually. This approach becomes essential when dealing with large sample spaces.
Worked examples
Worked Example 1: Personal identification numbers (PINs)
Question: Every client of a certain bank has a personal identification number (PIN) which consists of four randomly chosen digits from 0 to 9.
Part 1: How many PINs can be made if digits can be repeated?
Solution: When digits can be repeated, you have 10 choices (0-9) for each of the four positions.
Using the counting principle: possible PINs
Part 2: How many PINs can be made if digits cannot be repeated?
Solution: When digits cannot be repeated, your choices decrease for each position:
- First digit: 10 choices
- Second digit: 9 choices (can't repeat the first)
- Third digit: 8 choices (can't repeat first two)
- Fourth digit: 7 choices (can't repeat first three)
Total PINs =
Part 3: If a PIN is made by selecting four digits at random with repetition allowed, what is the probability that the PIN contains at least one eight?
Solution: For "at least one" problems, use the complement rule. It's easier to calculate the probability of "no eights" and subtract from 1.
Let B = event that at least one eight is chosen Let not B = event that no eights are chosen
If no eights are chosen, you only have 9 digits (0-7, 9) to choose from.
Total arrangements (from Part 1) = 10,000
Part 4: If a PIN is made without repetition, what is the probability that it contains at least one eight?
Solution: Again, use the complement rule.
If no eights are chosen with no repetition allowed:
- First position: 9 choices (excluding 8)
- Second position: 8 choices
- Third position: 7 choices
- Fourth position: 6 choices
Total arrangements (from Part 2) = 5,040
Worked Example 2: Number plates
Question: The number plate on a car consists of any 3 letters of the alphabet (excluding vowels and 'Q'), followed by any 3 digits (0 to 9). For a car chosen at random, what is the probability that the number plate starts with a 'Y' and ends with an odd digit?
Solution:
Step 1: Identify what events are counted The number plate must start with 'Y' (only 1 option for first letter) and end with an odd digit (5 options: 1, 3, 5, 7, 9).
Step 2: Find the number of favourable events
- First letter: 1 choice (Y)
- Second and third letters: 20 possibilities each (26 letters minus 5 vowels and Q)
- First and second digits: 10 possibilities each (0-9)
- Third digit: 5 choices (odd digits only)
Number of favourable events =
Step 3: Find total number of possible number plates
For any number plate with no restrictions:
- Each letter position: 20 possibilities
- Each digit position: 10 possibilities
Total number of choices =
Step 4: Calculate the probability
Probability =
Probability =
Worked Example 3: Word arrangements
Question: If you take the word 'BASSOON' and randomly rearrange the letters, what is the probability that the word starts and ends with the same letter if repeated letters are treated as identical?
Solution:
From previous calculations, we know:
- Total arrangements where word starts and ends with same letter = 120
- Total possible arrangements when repeated letters are treated as identical = 1,260
Therefore, the probability =
Key strategies for probability problems
Understanding the approach to complex probability problems will help you tackle them systematically and accurately.
Strategic Approach to Probability Problems:
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Identify the type of problem: Does it involve repetition or not? Are items identical or different?
-
Use the complement rule for "at least one" problems: It's often easier to calculate "none" and subtract from 1.
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Apply systematic counting: Break complex problems into clear steps, counting choices for each position.
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Check your setup: Make sure you're counting favourable outcomes and total outcomes correctly.
The complement rule is particularly powerful for "at least one" scenarios because calculating "none of the event" is often much simpler than calculating "one or more of the event."
Remember!
Key Points to Remember:
- When sample spaces become very large, use the fundamental counting principle with the formula
- For "at least one" problems, use the complement rule:
- With repetition means the same number of choices each time; without repetition means choices decrease each time
- Always break complex counting problems into clear, systematic steps
- The probability formula works by dividing favourable outcomes by total possible outcomes