Jackin's question at Yahoo Answers regarding a linear recurrence

In summary, the conversation is about solving a recurrence relation question related to sales data. The speaker provides a link for the original poster to view their work. They then go on to explain the steps for finding the closed form of the recurrence relation and determining the parameters using the given initial values. The final closed form is given as c_{n}=40\left(-\frac{1}{2} \right)^n+90.
  • #1
MarkFL
Gold Member
MHB
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Here is the question:

Please help solving the recurrence relation question?

View attachment 2104

I have posted a link there to this thread so the OP can view my work.
 

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  • #2
Hello jackin,

1.) If the current year's number of sales is the average of the previous two year's sales, then we may state:

\(\displaystyle c_{n}=\frac{c_{n-1}+c_{n-2}}{2}=\frac{1}{2}c_{n-1}+\frac{1}{2}c_{n-2}\)

2.) To find the closed form, let's write the recurrence as:

\(\displaystyle 2c_{n}-c_{n-1}-c_{n-2}=0\)

Thus, we find the characteristic equation is:

\(\displaystyle 2r^2-r-1=(r-1)(2r+1)=0\)

Hence, the characteristic roots are:

\(\displaystyle r=-\frac{1}{2},\,1\)

And so the closed form is:

\(\displaystyle c_{n}=\alpha_1\left(-\frac{1}{2} \right)^n+\alpha_2(1)^n\)

We may simplify this as:

\(\displaystyle c_{n}=\alpha_1\left(-\frac{1}{2} \right)^n+\alpha_2\)

Now we may use the given initial values to determine the parameters.

\(\displaystyle c_{1}=-\frac{1}{2}\alpha_1+\alpha_2=70\)

\(\displaystyle c_{2}=\frac{1}{4}\alpha_1+\alpha_2=100\)

Multiplying the second equation by 2 and adding to the first, there results:

\(\displaystyle 3\alpha_2=270\implies \alpha_2=90\)

And using this value for $\alpha_2$ in the first equation, we find:

\(\displaystyle \alpha_1=40\)

And so the closed form is:

\(\displaystyle c_{n}=40\left(-\frac{1}{2} \right)^n+90\)
 

FAQ: Jackin's question at Yahoo Answers regarding a linear recurrence

What is a linear recurrence?

A linear recurrence is a mathematical sequence where the next term is determined by a constant multiple of the previous term, plus a fixed number. It can also be described as a recursive formula that follows a specific pattern.

How is a linear recurrence different from other types of recurrence?

A linear recurrence differs from other types of recurrence, such as exponential or quadratic recurrence, in that it follows a linear pattern, meaning the terms increase or decrease by a constant amount each time, rather than exponentially or quadratically.

How is a linear recurrence useful in math and science?

Linear recurrences are commonly used in modeling and analyzing real-world problems in fields such as economics, biology, and computer science. They can also be used to solve many types of mathematical problems, such as finding the nth term of a sequence or determining the growth rate of a population.

How do you solve a linear recurrence?

To solve a linear recurrence, you first need to determine the recurrence relation, which is the equation that describes how each term relates to the previous term. Then, you can use various methods, such as substitution or generating functions, to find the solution for a specific term or the general formula for the entire sequence.

What is the significance of Jackin's question about linear recurrence at Yahoo Answers?

Jackin's question is significant because it highlights the widespread interest and importance of linear recurrence in mathematics and other fields. It also demonstrates the value of online communities, like Yahoo Answers, as a platform for discussing and learning about various topics, including complex mathematical concepts.

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