Permutation & Combination - Intermediate Level: critical thinking INTERMEDIATE

Step-by-Step Solution:

Concept: Derangement - permutation where no element appears in its original position. Denoted as D(n) or !n.

Given:
- Number of items: 6
- Constraint: No item in its correct position

Derangement Formula:
D(n) = n! × [1 - 1/1! + 1/2! - 1/3! + ... + (-1)ⁿ/n!]

Or recursively: D(n) = (n-1)[D(n-1) + D(n-2)]

Step-by-Step Calculation:
D(0) = 1 (convention)
D(1) = 0 (one item must be in its position)
D(2) = 1 (only one swap possible)

For n ≥ 3, we use: D(n) = (n-1)[D(n-1) + D(n-2)]

Let's calculate:
D(0) = 1
D(1) = 0
D(2) = 1
D(3) = (3-1)[D(2) + D(1)] = 2 × [1 + 0] = 2
D(4) = (4-1)[D(3) + D(2)] = 3 × [2 + 1] = 9
D(5) = (5-1)[D(4) + D(3)] = 4 × [9 + 2] = 44
D(6) = (6-1)[D(5) + D(4)] = 5 × [44 + 9] = 265

Answer: D(6) = 265

Intuitive Understanding:
Total arrangements = 6! = 720
Derangements = 265
Probability of derangement ≈ 1/e ≈ 0.368 (for large n)

Real-World Application:
- Secret Santa where no one gets their own name
- Permutation ciphers in cryptography
- Hat-check problem in probability

Key Formula Memory Aid:
D(n) ≈ n!/e for large n (within 1 unit)
For 6: 720/e ≈ 265 ≈ 265

Common Error: Don't subtract n! - n, that's not derangement count.

Step-by-Step Solution (Sum Rule):

Concept: 'At least' problems require finding the sum of ways for all valid, mutually exclusive cases.

Given:
- Men available: 9
- Women available: 7
- Committee size: 8
- Constraint: At least 6 men

Strategy: We sum the ways for all cases from exactly 6 men up to the maximum possible number of men (8).

Valid Cases (Men, Women) and Calculation:

(6 Men, 2 Women): C(9,6) × C(7,2) = 84 × 21 = 1764
(7 Men, 1 Women): C(9,7) × C(7,1) = 36 × 7 = 252
(8 Men, 0 Women): C(9,8) × C(7,0) = 9 × 1 = 9

Final Calculation (Sum Rule):
Total ways = (Ways with 6 men) + (Ways with 7 men) + ...
= 1764 + 252 + 9
= 2025

Key Principle: Use the Sum Rule (addition) because the cases are mutually exclusive (you cannot simultaneously select exactly $k$ men and exactly $j$ men, where $k
e j$).

Step-by-Step Solution:

Concept: This problem uses the Fundamental Counting Principle (Multiplication Rule). When making sequential independent choices, multiply the number of options at each step.

Analysis:
- First choice: 5 options
- Second choice: 5 options
- Third choice: 3 options

Calculation:
Total ways = 5 × 5 × 3 = 75

Key Principle: For independent sequential events, multiply the number of choices at each stage.

Verification: Each of the 5 first choices can be paired with each of the 5 second choices (5×5=25), and each of these can be combined with any of the 3 third choices.

Step-by-Step Solution:

Concept: Derangement - permutation where no element appears in its original position. Denoted as D(n) or !n.

Given:
- Number of items: 6
- Constraint: No item in its correct position

Derangement Formula:
D(n) = n! × [1 - 1/1! + 1/2! - 1/3! + ... + (-1)ⁿ/n!]

Or recursively: D(n) = (n-1)[D(n-1) + D(n-2)]

Step-by-Step Calculation:
D(0) = 1 (convention)
D(1) = 0 (one item must be in its position)
D(2) = 1 (only one swap possible)

For n ≥ 3, we use: D(n) = (n-1)[D(n-1) + D(n-2)]

Let's calculate:
D(0) = 1
D(1) = 0
D(2) = 1
D(3) = (3-1)[D(2) + D(1)] = 2 × [1 + 0] = 2
D(4) = (4-1)[D(3) + D(2)] = 3 × [2 + 1] = 9
D(5) = (5-1)[D(4) + D(3)] = 4 × [9 + 2] = 44
D(6) = (6-1)[D(5) + D(4)] = 5 × [44 + 9] = 265

Answer: D(6) = 265

Intuitive Understanding:
Total arrangements = 6! = 720
Derangements = 265
Probability of derangement ≈ 1/e ≈ 0.368 (for large n)

Real-World Application:
- Secret Santa where no one gets their own name
- Permutation ciphers in cryptography
- Hat-check problem in probability

Key Formula Memory Aid:
D(n) ≈ n!/e for large n (within 1 unit)
For 6: 720/e ≈ 265 ≈ 265

Common Error: Don't subtract n! - n, that's not derangement count.

Step-by-Step Solution:

Concept: Distribution of distinct objects to distinct boxes - each object independently chooses a box.

Given:
- Distinct items: 6
- Distinct boxes: 4
- Empty boxes: Allowed

Strategy: Each item makes an independent choice of which box to go into.

Analysis:
- Item 1 can go into any of 4 boxes: 4 choices
- Item 2 can go into any of 4 boxes: 4 choices
- Item 3 can go into any of 4 boxes: 4 choices
- ...and so on for all 6 items

Formula: (number of boxes)^(number of items) = 4^6

Calculation:
Total ways = 4^6 = 4096

Key Distinction:
This is NOT a permutation or combination problem! It's a direct application of the multiplication principle.

Related Scenarios:
1. No empty boxes allowed (Surjection):
Use Inclusion-Exclusion: 4! × S(6,4)
where S(n,k) is the Stirling number of second kind

2. Identical items, distinct boxes:
This becomes a "stars and bars" problem: C(6+4-1, 4-1)

3. Distinct items, identical boxes (Partition):
Use Stirling numbers: Σ S(6,k) for k=1 to 4

Verification:
- With 1 box: answer should be 1 (all items in one box)
- With 6 boxes, one item: answer should be 6
- Our answer 4096 is reasonable: each item independently chooses from 4 options

Common Error: Don't use factorial or combination formulas here - items are making independent simultaneous choices.

Step-by-Step Solution:

Concept: Partitioning into groups of specified sizes. When group sizes are different, groups are automatically distinguishable by size.

Given:
- Total people: 10
- Group sizes: 7, 2, 1
- Groups are unlabeled (no names like Team A, Team B)

Formula:
$$\frac{n!}{n_1! \cdot n_2! \cdot ... \cdot n_k!}$$

Step 1 - Choose first group:
Choose 7 people from 10: C(10, 7) = 120

Step 2 - Choose second group:
From remaining 3 people, choose 2: C(3, 2) = 3

Continue for all groups:
C(10,7) = 120
C(3,2) = 3
C(1,1) = 1 (last group)

Step 3 - Multiply:
Total ways = 120 × 3 × 1 (last group)
= 360

Simplified formula:
= 10! / (7! × 2! × 1!)
= 3628800 / (5040 × 2 × 1)
= 360

Key Insight: Since groups have different sizes, we don't divide by k! (they're naturally distinguishable by their sizes).

Contrast with equal groups:
- If groups were same size: would divide by k!
- Here, sizes differ: no division needed

Verification: Sum of group sizes = 10 = 10 ✓

Step-by-Step Solution:

Concept: Circular Permutation with reflection symmetry. This is used for arrangements like necklaces or keyrings where flipping the arrangement produces the same result (Clockwise = Anticlockwise).

Formula: $\text{Total Ways} = \frac{(n-1)!}2$

Analysis:
- Total items ($n$): 6
- Step 1: Normal circular arrangements (rotations same) = $(n-1)!$ = 120
- Step 2: Account for reflection (flips) by dividing by 2.

Calculation:
Arrangements = $\frac{(6-1)!}2$
= $\frac{120}2$
= 60

Formula Summary:
- Linear: $n!$
- Circular (no reflection): $(n-1)!$
- Circular (with reflection): $\frac{(n-1)!}2$

Key Principle: Dividing by 2 removes the overcounting caused by the symmetry when the arrangement can be flipped.

Step-by-Step Solution:

Concept: This problem uses the Fundamental Counting Principle (Multiplication Rule). When making sequential independent choices, multiply the number of options at each step.

Analysis:
- First choice: 4 options
- Second choice: 7 options
- Third choice: 3 options

Calculation:
Total ways = 4 × 7 × 3 = 84

Key Principle: For independent sequential events, multiply the number of choices at each stage.

Verification: Each of the 4 first choices can be paired with each of the 7 second choices (4×7=28), and each of these can be combined with any of the 3 third choices.

Step-by-Step Solution:

Concept: Partitioning into groups of specified sizes. When group sizes are different, groups are automatically distinguishable by size.

Given:
- Total people: 6
- Group sizes: 5, 1
- Groups are unlabeled (no names like Team A, Team B)

Formula:
$$\frac{n!}{n_1! \cdot n_2! \cdot ... \cdot n_k!}$$

Step 1 - Choose first group:
Choose 5 people from 6: C(6, 5) = 6

Step 2 - Choose second group:
From remaining 1 people, choose 1: C(1, 1) = 1

Continue for all groups:
C(6,5) = 6
C(1,1) = 1 (last group)

Step 3 - Multiply:
Total ways = 6 × 1 (last group)
= 6

Simplified formula:
= 6! / (5! × 1!)
= 720 / (120 × 1)
= 6

Key Insight: Since groups have different sizes, we don't divide by k! (they're naturally distinguishable by their sizes).

Contrast with equal groups:
- If groups were same size: would divide by k!
- Here, sizes differ: no division needed

Verification: Sum of group sizes = 6 = 6 ✓

Step-by-Step Solution:

Concept: Fixing a specific digit at a specific position.

Given:
- Number length: 3
- Digit 2 fixed at position 2
- All digits distinct

Step 1 - Handle position 2:

Position 2 (not first): Fixed as 2 (1 choice)
- First digit: cannot be 0 and cannot be 2 (8 choices)
- Remaining 1 positions: choose from remaining 8 digits and arrange
- Ways = 8 × P(8, 1) = 8 × 8 = 64


Calculation: 64

Key Point: When fixing a digit in first position, it cannot be 0.

Step-by-Step Solution (Rencontres Numbers):

Concept: This is a partial derangement problem. We want exactly k fixed points, with the remaining n-k elements deranged.

Formula:
$$D(n, k) = \binom{n}{k} \cdot !(n-k)$$
where $!(m)$ is the derangement number.

Given:
- n = 7 (total elements)
- k = 2 (exact fixed points)

Step 1 - Choose which positions are fixed:
Choose 2 positions out of 7: C(7,2) = 21

Step 2 - Derange the remaining elements:
Remaining 5 elements must have NO fixed points
Derangement number D(5) = 44

Step 3 - Apply multiplication principle:
Total = C(7,2) × D(5)
= 21 × 44
= 924

Verification:
- When k=0: D(n,0) = derangement(n) ✓
- When k=n-1: D(n,n-1) = 0 (can't have all but one fixed) ✓
- When k=n: D(n,n) = 1 (identity permutation) ✓

Rencontres numbers table for n=7:
- D(7,0) = 1854
- D(7,1) = 1855
- D(7,2) = 924
- ... and so on.

Key Insight: The sum of all rencontres numbers for given n equals n! (total permutations).

Step-by-Step Solution:

Concept: Permutation with repetition. When some objects are identical, we divide by the factorial of the number of repetitions.

Analysis of 'ROOM':
- Total letters: 4
- Some letters are repeated

Formula: n! / (p! × q! × ...)
where p, q, ... are the frequencies of repeated letters

Calculation:
If all letters were distinct: 4! = 24 arrangements

But some letters are repeated, so we have overcounted.
We must divide by 2! for the repeated letters.

Answer = 24 / 2 = 12

Key Principle: Identical objects create duplicate arrangements. We divide by their factorial to remove duplicates.

Why divide?: The repeated letters can be swapped among themselves without creating a new arrangement. We divide to account for this overcounting.

Step-by-Step Solution:

Concept: Group division where groups are indistinguishable (no labels like Team A, Team B).

Given:
- Total people: 8
- Group size: 4
- Number of groups: 2

Key Question: Are the groups distinguishable?
- If groups have labels (Team A, Team B): Groups are distinguishable
- If groups have no labels: Groups are indistinguishable (our case)

Strategy for Indistinguishable Groups:

Step 1 - Select first group:
Choose 4 people from 8: C(8,4)
C(8,4) = 8!/[4! × 4!] = 70

Step 2 - Remaining people form second group:
Remaining 4 people automatically form the other group: C(4,4) = 1

Step 3 - Remove overcounting:
Since groups are indistinguishable, we've counted each division twice.
(Selecting ABCD for group 1 and EFGH for group 2 is same as selecting EFGH for group 1 and ABCD for group 2)

Divide by 2! = 2

Calculation:
Total ways = C(8,4) / 2!
= 70 / 2
= 35

General Formula:
For dividing n items into k equal groups of size m each (where n = k×m):
Ways = C(n,m) × C(n-m,m) × ... × C(m,m) / k!
= n! / [(m!)^k × k!]

For our case:
= 8! / [(4!)^2 × 2!]
= 40320 / [24^2 × 2]
= 40320 / [576 × 2]
= 35

Contrast:
- Distinguishable groups (labeled teams): 70 ways
- Indistinguishable groups (unlabeled): 35 ways

Common Error: Forgetting to divide by k! when groups are indistinguishable.

Step-by-Step Solution:

Concept: Derangement - permutation where no element appears in its original position. Denoted as D(n) or !n.

Given:
- Number of items: 4
- Constraint: No item in its correct position

Derangement Formula:
D(n) = n! × [1 - 1/1! + 1/2! - 1/3! + ... + (-1)ⁿ/n!]

Or recursively: D(n) = (n-1)[D(n-1) + D(n-2)]

Step-by-Step Calculation:
D(0) = 1 (convention)
D(1) = 0 (one item must be in its position)
D(2) = 1 (only one swap possible)

For n ≥ 3, we use: D(n) = (n-1)[D(n-1) + D(n-2)]

Let's calculate:
D(0) = 1
D(1) = 0
D(2) = 1
D(3) = (3-1)[D(2) + D(1)] = 2 × [1 + 0] = 2
D(4) = (4-1)[D(3) + D(2)] = 3 × [2 + 1] = 9

Answer: D(4) = 9

Intuitive Understanding:
Total arrangements = 4! = 24
Derangements = 9
Probability of derangement ≈ 1/e ≈ 0.368 (for large n)

Real-World Application:
- Secret Santa where no one gets their own name
- Permutation ciphers in cryptography
- Hat-check problem in probability

Key Formula Memory Aid:
D(n) ≈ n!/e for large n (within 1 unit)
For 4: 24/e ≈ 9 ≈ 9

Common Error: Don't subtract n! - n, that's not derangement count.

Step-by-Step Solution:

Concept: Derangement - permutation where no element appears in its original position. Denoted as D(n) or !n.

Given:
- Number of items: 5
- Constraint: No item in its correct position

Derangement Formula:
D(n) = n! × [1 - 1/1! + 1/2! - 1/3! + ... + (-1)ⁿ/n!]

Or recursively: D(n) = (n-1)[D(n-1) + D(n-2)]

Step-by-Step Calculation:
D(0) = 1 (convention)
D(1) = 0 (one item must be in its position)
D(2) = 1 (only one swap possible)

For n ≥ 3, we use: D(n) = (n-1)[D(n-1) + D(n-2)]

Let's calculate:
D(0) = 1
D(1) = 0
D(2) = 1
D(3) = (3-1)[D(2) + D(1)] = 2 × [1 + 0] = 2
D(4) = (4-1)[D(3) + D(2)] = 3 × [2 + 1] = 9
D(5) = (5-1)[D(4) + D(3)] = 4 × [9 + 2] = 44

Answer: D(5) = 44

Intuitive Understanding:
Total arrangements = 5! = 120
Derangements = 44
Probability of derangement ≈ 1/e ≈ 0.368 (for large n)

Real-World Application:
- Secret Santa where no one gets their own name
- Permutation ciphers in cryptography
- Hat-check problem in probability

Key Formula Memory Aid:
D(n) ≈ n!/e for large n (within 1 unit)
For 5: 120/e ≈ 44 ≈ 44

Common Error: Don't subtract n! - n, that's not derangement count.

Step-by-Step Solution (Rencontres Numbers):

Concept: This is a partial derangement problem. We want exactly k fixed points, with the remaining n-k elements deranged.

Formula:
$$D(n, k) = \binom{n}{k} \cdot !(n-k)$$
where $!(m)$ is the derangement number.

Given:
- n = 6 (total elements)
- k = 1 (exact fixed points)

Step 1 - Choose which positions are fixed:
Choose 1 positions out of 6: C(6,1) = 6

Step 2 - Derange the remaining elements:
Remaining 5 elements must have NO fixed points
Derangement number D(5) = 44

Step 3 - Apply multiplication principle:
Total = C(6,1) × D(5)
= 6 × 44
= 264

Verification:
- When k=0: D(n,0) = derangement(n) ✓
- When k=n-1: D(n,n-1) = 0 (can't have all but one fixed) ✓
- When k=n: D(n,n) = 1 (identity permutation) ✓

Rencontres numbers table for n=6:
- D(6,0) = 265
- D(6,1) = 264
- D(6,2) = 135
- ... and so on.

Key Insight: The sum of all rencontres numbers for given n equals n! (total permutations).

Step-by-Step Solution:

Concept: Rank of a word in dictionary order - counting how many words come before it alphabetically.

Given word: SMART

Strategy:
1. For each position, count arrangements starting with letters smaller than the actual letter
2. Add these counts to find rank
3. The rank is 1 + (number of words before it)

Letters in alphabetical order: A M R S T

Step-by-Step Calculation:

Position 1 (current letter: S):
Available letters: A M R S T
If we place 'A' here: 24 arrangements possible
If we place 'M' here: 24 arrangements possible
If we place 'R' here: 24 arrangements possible
Subtotal arrangements before 'S': 72
Position 2 (current letter: M):
Available letters: A M R T
If we place 'A' here: 6 arrangements possible
Subtotal arrangements before 'M': 6
Position 3 (current letter: A):
Available letters: A R T
Position 4 (current letter: R):
Available letters: R T
Position 5 (current letter: T):
Available letters: T

Final Rank: 79

Verification Strategy:
1. Rank starts at 1 (not 0)
2. We count all words that come alphabetically before our word
3. Our word's rank = 1 + count of words before it

Key Principle:
- At each position, consider all possible smaller letters
- For each smaller letter, count permutations of remaining letters
- Account for repeated letters by dividing by their factorials

General Formula for Position Counting:
At position i, add: Σ (arrangements with smaller letter at position i)

Common Errors:
- Forgetting to start rank from 1
- Not accounting for repeated letters
- Counting arrangements after the word instead of before

Step-by-Step Solution:

Concept: Group division where groups are indistinguishable (no labels like Team A, Team B).

Given:
- Total people: 8
- Group size: 4
- Number of groups: 2

Key Question: Are the groups distinguishable?
- If groups have labels (Team A, Team B): Groups are distinguishable
- If groups have no labels: Groups are indistinguishable (our case)

Strategy for Indistinguishable Groups:

Step 1 - Select first group:
Choose 4 people from 8: C(8,4)
C(8,4) = 8!/[4! × 4!] = 70

Step 2 - Remaining people form second group:
Remaining 4 people automatically form the other group: C(4,4) = 1

Step 3 - Remove overcounting:
Since groups are indistinguishable, we've counted each division twice.
(Selecting ABCD for group 1 and EFGH for group 2 is same as selecting EFGH for group 1 and ABCD for group 2)

Divide by 2! = 2

Calculation:
Total ways = C(8,4) / 2!
= 70 / 2
= 35

General Formula:
For dividing n items into k equal groups of size m each (where n = k×m):
Ways = C(n,m) × C(n-m,m) × ... × C(m,m) / k!
= n! / [(m!)^k × k!]

For our case:
= 8! / [(4!)^2 × 2!]
= 40320 / [24^2 × 2]
= 40320 / [576 × 2]
= 35

Contrast:
- Distinguishable groups (labeled teams): 70 ways
- Indistinguishable groups (unlabeled): 35 ways

Common Error: Forgetting to divide by k! when groups are indistinguishable.

Step-by-Step Solution:

Concept: Permutation with repetition. When some objects are identical, we divide by the factorial of the number of repetitions.

Analysis of 'TREE':
- Total letters: 4
- Some letters are repeated

Formula: n! / (p! × q! × ...)
where p, q, ... are the frequencies of repeated letters

Calculation:
If all letters were distinct: 4! = 24 arrangements

But some letters are repeated, so we have overcounted.
We must divide by 2! for the repeated letters.

Answer = 24 / 2 = 12

Key Principle: Identical objects create duplicate arrangements. We divide by their factorial to remove duplicates.

Why divide?: The repeated letters can be swapped among themselves without creating a new arrangement. We divide to account for this overcounting.

Step-by-Step Solution:

Concept: Combination with constraints - selection from multiple groups with specific requirements.

Given:
- Men available: 8
- Women available: 4
- Committee size: 5
- Required: 3 men and 2 women

Strategy: Select from each group independently, then multiply (Multiplication Principle).

Step 1 - Select Men:
Choose 3 men from 8 men = C(8,3)
C(8,3) = 8! / [3! × 5!] = 56

Step 2 - Select Women:
Choose 2 women from 4 women = C(4,2)
C(4,2) = 4! / [2! × 2!] = 6

Step 3 - Apply Multiplication Principle:
Total ways = C(8,3) × C(4,2)
= 56 × 6
= 336

Key Principle: When selecting from different independent groups with specific requirements from each:
- Calculate selections from each group separately
- Multiply the results

Common Error: Don't add the combinations - multiply them! Each selection from one group can be paired with each selection from the other.