Math Problem Statement

" Find a recurrence relation for the number of ternary

strings of length n that contain either two consecutive

0s or two consecutive 1s." answer: " Let an be the number of ternary strings that contain either two consecutive 0’s or two consecutive 1’s. To

construct such a string we could start with a 2 and follow with a string containing either two consecutive 0’s

or two consecutive 1’s, and this can be done in an−1 ways. There are other possibilities, however. For each

k from 0 to n − 2, the string could start with n − 1 − k alternating 0’s and 1’s, followed by a 2, and then

be followed by a string of length k containing either two consecutive 0’s or two consecutive 1’s. The number

of such strings is 2ak , since there are two ways for the initial part to alternate. The other possibility is that

the string has no 2’s at all. Then it must consist n − k − 2 alternating 0’s and 1’s, followed by a pair of 0’s

or 1’s, followed by any string of length k. There are 2 · 3k such strings. Now the sum of these quantities as

k runs from 0 to n − 2 is (since this is a geometric progression) 3n−1 − 1. Putting this all together, we have

the following recurrence relation, valid for all n ≥ 2: an = an−1 + 2an−2 + 2an−3 + · · · + 2a0 + 3n−1 − 1. (By

subtracting this recurrence relation from the same relation with n − 1 substituted for n, we can obtain the

following closed form recurrence relation for this problem: an = 2an−1 + an−2 + 2 · 3n−2 .)" explain answer and provide examples in each step. do it correctly, you can take time to think to provide 100% correct answer and explanation. Explain in simple words, with examples. Especially that part with alternating 0s and 1s explain so that 5 year-old child could understand it

Solution

Detailed Explanation of the Recurrence Relation

To find a recurrence relation for the number of ternary strings (strings made of digits 0,1,20, 1, 2) of length nn that contain either two consecutive 0s or two consecutive 1s, we use the following steps:


Step 1: Define the Problem Clearly

  • We are looking for ana_n: the number of ternary strings of length nn with two consecutive 0s or two consecutive 1s.
  • For example:
    • For n=2n = 2: Strings like "00", "11", and even strings with 2 (e.g., "20") are included if they meet the condition.

Step 2: Break Down the Problem

  1. Case 1: The string starts with 22:

    • If the string starts with 22, the rest of the string (length n1n - 1) must also contain two consecutive 0s or 1s.
    • The number of such strings is an1a_{n-1}.
  2. Case 2: The string alternates between 0s and 1s but includes a 22:

    • For this case, we break the string into three parts:
      1. Part 1: The initial part alternates between 00 and 11 (e.g., "010101...").
      2. Part 2: The string includes the digit 22.
      3. Part 3: After the 22, the remaining part of the string must contain two consecutive 0s or 1s.
    • Let kk represent the length of Part 3 (strings of length kk that contain two consecutive 0s or 1s). There are aka_k such strings.
    • There are 2 ways to alternate (starting with 00 or 11).
    • Therefore, the contribution from this case is 2ak2a_k for each kk.
  3. Case 3: The string has no 2s2s:

    • If the string has no 2s2s, it must alternate between 00 and 11 but eventually end with a pair of consecutive 0s or 1s.
    • Let’s break it down:
      • The string alternates for nk2n - k - 2 characters (e.g., "010101...").
      • The string ends with a pair of 0000 or 1111.
      • The remaining kk characters can be any string of length kk (there are 3k3^k possibilities).
    • There are 2 ways to form the consecutive 0s or 1s.
    • The contribution is 23k2 \cdot 3^k for each kk.

Step 3: Add All the Possibilities

The total number of strings is the sum of the contributions from all cases: an=an1+k=0n2(2ak+23k)a_n = a_{n-1} + \sum_{k=0}^{n-2} \left( 2a_k + 2 \cdot 3^k \right) Using the formula for the sum of a geometric series, the second part simplifies to: an=an1+2an2+2an3++2a0+3n11a_n = a_{n-1} + 2a_{n-2} + 2a_{n-3} + \dots + 2a_0 + 3^{n-1} - 1


Step 4: Simplify the Recurrence Relation

To simplify further, notice that: anan1=23n2a_n - a_{n-1} = 2 \cdot 3^{n-2} Rewriting gives a closed form recurrence relation: an=2an1+an2+23n2a_n = 2a_{n-1} + a_{n-2} + 2 \cdot 3^{n-2}


Examples with Steps

Example 1: n=2n = 2

  • Strings of length 22: "00", "01", "02", "10", "11", "12", "20", "21", "22".
  • a2=3a_2 = 3 because only "00", "11", and "22" have consecutive 0s or 1s.

Example 2: n=3n = 3

  1. Case 1: Start with 22: a2=3a_2 = 3.
  2. Case 2: Alternating (e.g., "010" or "101"), then include 22:
    • Example: "0102" or "1012".
    • Contribution is 2a1=21=22a_1 = 2 \cdot 1 = 2.
  3. Case 3: Ends with 0000 or 1111:
    • Example: "01000" or "10111".
    • Contribution is 231=62 \cdot 3^1 = 6.
  4. Total: a3=a2+2a1+231=3+21+6=11a_3 = a_2 + 2a_1 + 2 \cdot 3^1 = 3 + 2 \cdot 1 + 6 = 11

Step 5: Key Intuition for Alternating Parts

  • Alternating strings like "01010..." switch between 00 and 11.
  • If we start with 00, the next must be 11, then 00, etc.
  • This pattern breaks when a 22 is added or when the sequence ends with "00" or "11".

Tip

Always break the problem into small cases and think of how the first part of the string affects the rest.

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Math Problem Analysis

Mathematical Concepts

Recurrence Relations
Combinatorics
Geometric Progression
String Patterns

Formulas

an = an−1 + 2an−2 + 2an−3 + ... + 2a0 + 3n−1 − 1
an = 2an−1 + an−2 + 2·3n−2 (simplified recurrence)

Theorems

Sum of a geometric progression formula

Suitable Grade Level

Grades 10-12