Math Problem Statement

What is the solution of the recurrence relation a_n = a_{n-1} + 2a_{n-2} with a_0 = 2 and a_1 = 7?

Solution

The recurrence relation provided is:

an=an1+2an2,with a0=2 and a1=7.a_n = a_{n-1} + 2a_{n-2}, \quad \text{with } a_0 = 2 \text{ and } a_1 = 7.

To solve this recurrence relation:

  1. Find the characteristic equation:
    The homogeneous recurrence relation is an=an1+2an2a_n = a_{n-1} + 2a_{n-2}, which can be transformed into the characteristic equation: rn=rn1+2rn2r^n = r^{n-1} + 2r^{n-2} Dividing both sides by rn2r^{n-2}, we get: r2=r+2r^2 = r + 2 Rearranging terms: r2r2=0r^2 - r - 2 = 0 This quadratic equation can be factored as: (r2)(r+1)=0(r - 2)(r + 1) = 0 Hence, the solutions to the characteristic equation are r1=2r_1 = 2 and r2=1r_2 = -1.

  2. General solution:
    The general solution to the recurrence relation is of the form: an=c12n+c2(1)na_n = c_1 \cdot 2^n + c_2 \cdot (-1)^n where c1c_1 and c2c_2 are constants to be determined from the initial conditions.

  3. Use the initial conditions to solve for c1c_1 and c2c_2:

    • From a0=2a_0 = 2: a0=c120+c2(1)0=c1+c2=2a_0 = c_1 \cdot 2^0 + c_2 \cdot (-1)^0 = c_1 + c_2 = 2
    • From a1=7a_1 = 7: a1=c121+c2(1)1=2c1c2=7a_1 = c_1 \cdot 2^1 + c_2 \cdot (-1)^1 = 2c_1 - c_2 = 7
  4. Solve the system of equations:

    c_1 + c_2 = 2 \\ 2c_1 - c_2 = 7 \end{cases}$$ Add both equations: $$3c_1 = 9 \quad \Rightarrow \quad c_1 = 3$$ Substitute $$c_1 = 3$$ into the first equation: $$3 + c_2 = 2 \quad \Rightarrow \quad c_2 = -1$$
  5. Final solution: The solution to the recurrence relation is: an=32n(1)na_n = 3 \cdot 2^n - (-1)^n

Would you like to see further details or clarifications?


Related questions:

  1. What are characteristic equations, and how do they help in solving recurrence relations?
  2. Can this method be applied to non-homogeneous recurrence relations?
  3. How does changing the initial conditions affect the solution of a recurrence relation?
  4. What is the difference between linear and non-linear recurrence relations?
  5. How do you solve recurrence relations with repeated roots in their characteristic equations?

Tip:

When solving recurrence relations, always verify that your characteristic equation has real roots before proceeding with the general solution.

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Math Problem Analysis

Mathematical Concepts

Recurrence Relations
Algebra
Characteristic Equations

Formulas

Characteristic equation r^2 - r - 2 = 0
General solution for recurrence: a_n = c_1 * 2^n + c_2 * (-1)^n

Theorems

Method of characteristic roots for solving recurrence relations

Suitable Grade Level

University level (Discrete Mathematics or Algorithms)