Math Problem Statement
7.Solve the recurrence relation:ππ = 2ππβ1 β 2ππβ2 , π β₯ 2 with π0 = 1 and π1 = 2 Using generative function
Solution
To solve the recurrence relation for , with initial conditions and , we will use generating functions.
Step 1: Define the generating function
Let the generating function be the power series corresponding to the sequence : Now, we multiply both sides of the recurrence relation by and sum over all .
Step 2: Formulating the recurrence with the generating function
The recurrence can be rewritten as: Each of these sums can be expressed in terms of :
- For the left-hand side: .
- For the first sum on the right-hand side: .
- For the second sum on the right-hand side: .
Thus, the recurrence relation in terms of the generating function becomes:
Step 3: Substituting the initial conditions
Substitute and : Simplifying this equation:
Step 4: Solving for
Factor out on the left-hand side: Thus, the generating function is:
Step 5: Partial fraction decomposition (if needed)
To find the explicit form of , we could decompose using partial fractions and then expand it as a power series. However, the quadratic denominator suggests that the solution for might involve combinations of terms derived from solving the characteristic equation.
The characteristic equation corresponding to the recurrence relation is: The roots of this quadratic are: Thus, the general solution will involve terms of the form .
Would you like further details on how to expand this generating function into a series for explicit terms of , or help with specific steps?
Here are 5 follow-up questions:
- How do we use partial fractions to decompose a generating function?
- What is the significance of solving the characteristic equation in recurrence relations?
- How does the complex root structure affect the recurrence relation's general solution?
- How can generating functions help solve other forms of recurrence relations?
- How would we use initial conditions to solve for constants in the general solution?
Tip: Always check the discriminant of the characteristic equation to determine the nature of the roots, which influences the form of the solution.
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Math Problem Analysis
Mathematical Concepts
Recurrence Relations
Generating Functions
Complex Numbers
Formulas
Generating function: A(x) = βan x^n
Characteristic equation: r^2 - 2r + 2 = 0
Theorems
Solution of linear recurrence relations using generating functions
Characteristic equation for second-order recurrences
Suitable Grade Level
Undergraduate Mathematics
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