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What is the general form of the solutions of a linear homogeneous recurrence relation if its characteristic equation has the roots \(-1,-1,-1,2,2,5,5,7 ?\)

Short Answer

Expert verified
The general solution is \[a_n = c_1 (-1)^n + c_2 n(-1)^n + c_3 n^2(-1)^n + c_4 2^n + c_5 n 2^n + c_6 5^n + c_7 n 5^n + c_8 7^n\].

Step by step solution

01

Identify the Roots

The roots of the characteristic equation are \(-1, -1, -1, 2, 2, 5, 5, 7\).
02

Determine the Form for Repeated Roots

For each root with multiplicity, we need to include terms for each repetition. For example, for a root \(-1\) with multiplicity 3, the terms will be \(c_1 (-1)^n, c_2 n(-1)^n, c_3 n^2(-1)^n\).
03

Write the Solution for Each Root

The terms for each root are as follows: \(c_1 (-1)^n, c_2 n(-1)^n, c_3 n^2(-1)^n\) for the root \(-1\) with multiplicity 3; \(c_4 2^n, c_5 n 2^n\) for the root \(2\) with multiplicity 2; \(c_6 5^n, c_7 n 5^n\) for the root \(5\) with multiplicity 2; and \(c_8 7^n\) for the root \(7\) with multiplicity 1.
04

Combine All Terms

Combine all the terms obtained from each root: \[a_n = c_1 (-1)^n + c_2 n(-1)^n + c_3 n^2 (-1)^n + c_4 2^n + c_5 n 2^n + c_6 5^n + c_7 n 5^n + c_8 7^n\].

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Characteristic Equation
In the study of linear homogeneous recurrence relations, the characteristic equation is a crucial concept.
It's a polynomial obtained from the recurrence relation that helps determine the form of its solutions.
For a linear homogeneous recurrence relation of order 'k': a_n = c_1 a_{n-1} + c_2 a_{n-2} + ... + c_k a_{n-k}
we derive its characteristic equation by assuming solutions in the form of powers, subbing back in, and simplifying. This characteristic polynomial looks like: a_n = c_1 r^{n-1} + c_2 r^{n-2} + ... + c_k r^{n-k} = 0.
By solving this polynomial, we find the roots, which are crucial for building the general solution.
Roots Multiplicity
Roots multiplicity occurs when a root of the characteristic equation appears more than once.
For instance, if a root 'r' appears 3 times, it has a multiplicity of 3.
This means that the root contributes multiple terms to the general solution. Each repeated root must be paired with increasingly higher powers of 'n' to form distinct solutions.
For a root 'r' with multiplicity 'm', the corresponding terms in the general solution will be r^n, n*r^n, n^2*r^n, ..., n^{m-1}*r^n.
In our example, the roots equation: r = -1 (multiplicity 3)r = 2 (multiplicity 2) r = 5 (multiplicity 2)r = 7 (multiplicity 1) are used accordingly.
General Solution Form
The general solution form of a linear homogeneous recurrence relation is a combination of terms derived from the roots of its characteristic equation.
For each unique root 'r' with multiplicity 'm', we include 'm' terms in the general solution.
Each term is a product of a constant coefficient and a combination of 'r' raised to increasing powers multiplied by powers of 'n'.
For example, in our specific case, the roots from the characteristic equation give us this general solution: a_n = c_1 (-1)^n + c_2 n(-1)^n + c_3 n^2 (-1)^n + c_4 2^n + c_5 n 2^n + c_6 5^n + c_7 n 5^n + c_8 7^n
Recurrence Relations
Recurrence relations are equations that recursively define a sequence.
Each term is formulated as a function of its predecessor terms.
A linear homogeneous recurrence relation has the form: a_n = c_1 a_{n-1} + c_2 a_{n-2} + ... + c_k a_{n-k},
where the sequence {a_n} is dependent purely on the terms that came before, and is called 'homogeneous' because there is no additional function of 'n' on the right hand side.
Understanding the characteristic equation, roots multiplicities, and general solution forms is crucial to solving these recurrence relations efficiently.

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Use generating functions to solve the recurrence relation \(a_{k}=5 a_{k-1}-6 a_{k-2}\) with initial conditions \(a_{0}=6\) and \(a_{1}=30\)

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