Math Problem Statement

Solve the recurrence relation a n =2a n - 1 +2^ n alpha_{0} = 2

Solution

To solve the recurrence relation an=2an1+2na_n = 2a_{n-1} + 2^n with the initial condition a0=2a_0 = 2, follow these steps:

Step 1: Homogeneous Solution

The first step is to solve the associated homogeneous recurrence relation: an=2an1a_n = 2a_{n-1} This is a simple first-order recurrence relation. Assuming a solution of the form an=rna_n = r^n, we substitute into the homogeneous equation: rn=2rn1r^n = 2r^{n-1} This simplifies to: r=2r = 2 Thus, the solution to the homogeneous equation is: an(h)=C2na_n^{(h)} = C \cdot 2^n where CC is a constant to be determined later.

Step 2: Particular Solution

Next, we find a particular solution to the non-homogeneous recurrence relation: an=2an1+2na_n = 2a_{n-1} + 2^n Since the non-homogeneous term is 2n2^n, we try a particular solution of the form an(p)=An2na_n^{(p)} = A \cdot n \cdot 2^n, where AA is a constant to be determined. Substituting this into the recurrence relation:

An2n=2(A(n1)2n1)+2nA \cdot n \cdot 2^n = 2(A \cdot (n-1) \cdot 2^{n-1}) + 2^n

Simplify the terms on the right-hand side:

An2n=2A(n1)2n1+2nA \cdot n \cdot 2^n = 2A \cdot (n-1) \cdot 2^{n-1} + 2^n An2n=A(n1)2n+2nA \cdot n \cdot 2^n = A \cdot (n-1) \cdot 2^n + 2^n An=A(n1)+1A \cdot n = A \cdot (n-1) + 1 An=AnA+1A \cdot n = A \cdot n - A + 1 This simplifies to: 0=A+10 = -A + 1 Thus, A=1A = 1.

So the particular solution is: an(p)=n2na_n^{(p)} = n \cdot 2^n

Step 3: General Solution

The general solution to the recurrence relation is the sum of the homogeneous and particular solutions: an=C2n+n2na_n = C \cdot 2^n + n \cdot 2^n an=(C+n)2na_n = (C + n) \cdot 2^n

Step 4: Apply Initial Condition

To find CC, use the initial condition a0=2a_0 = 2: a0=(C+0)20=C=2a_0 = (C + 0) \cdot 2^0 = C = 2

Thus, C=2C = 2, and the final solution is: an=(2+n)2na_n = (2 + n) \cdot 2^n

Final Answer:

an=(2+n)2na_n = (2 + n) \cdot 2^n

Would you like further details or have any questions?

Here are 5 related questions for practice:

  1. Solve the recurrence relation an=3an1+2na_n = 3a_{n-1} + 2^n, with a0=1a_0 = 1.
  2. Find the general solution for an=4an1+3na_n = 4a_{n-1} + 3^n, with a0=0a_0 = 0.
  3. Solve the recurrence relation an=an1+n2a_n = a_{n-1} + n^2, with a0=5a_0 = 5.
  4. Determine the solution for an=5an1+na_n = 5a_{n-1} + n, with a0=10a_0 = 10.
  5. Solve the recurrence relation an=2an1+na_n = 2a_{n-1} + n, with a0=3a_0 = 3.

Tip: For non-homogeneous recurrence relations, always try a particular solution form that mirrors the non-homogeneous term (e.g., polynomials for linear terms, exponentials for exponential terms).

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Math Problem Analysis

Mathematical Concepts

Recurrence Relations
Homogeneous and Non-Homogeneous Equations

Formulas

Homogeneous recurrence relation: a_n = 2a_{n-1}
Particular solution: a_n^{(p)} = A * n * 2^n
General solution: a_n = (C + n) * 2^n

Theorems

Method of Solving Recurrence Relations
Superposition Principle for Linear Recurrence Relations

Suitable Grade Level

Undergraduate (Discrete Mathematics, Algorithms)