Calculating a function value with Taylor series

Multi tool use
Given a function $f(x)$, how do I calculate it's value with given error range?
For example, how do I calculate $g(-0.1)$ with an error $< 0.001$ when:
$$g(x)=sin(x)+cos(x)$$
calculus taylor-expansion
add a comment |
Given a function $f(x)$, how do I calculate it's value with given error range?
For example, how do I calculate $g(-0.1)$ with an error $< 0.001$ when:
$$g(x)=sin(x)+cos(x)$$
calculus taylor-expansion
So you want to know until what order you need to take the Tayor series?
– WarreG
10 hours ago
add a comment |
Given a function $f(x)$, how do I calculate it's value with given error range?
For example, how do I calculate $g(-0.1)$ with an error $< 0.001$ when:
$$g(x)=sin(x)+cos(x)$$
calculus taylor-expansion
Given a function $f(x)$, how do I calculate it's value with given error range?
For example, how do I calculate $g(-0.1)$ with an error $< 0.001$ when:
$$g(x)=sin(x)+cos(x)$$
calculus taylor-expansion
calculus taylor-expansion
edited 7 hours ago
PM.
3,3732825
3,3732825
asked 13 hours ago
Igor
315
315
So you want to know until what order you need to take the Tayor series?
– WarreG
10 hours ago
add a comment |
So you want to know until what order you need to take the Tayor series?
– WarreG
10 hours ago
So you want to know until what order you need to take the Tayor series?
– WarreG
10 hours ago
So you want to know until what order you need to take the Tayor series?
– WarreG
10 hours ago
add a comment |
2 Answers
2
active
oldest
votes
With
$$
f(x)=f(0)+frac{f^{(1)}(0)}{1!}x+cdots+frac{f^{(n)}(0)}{n!}x^n+R_n(x)
$$
Use the Lagrange form for the remainder
$$
R_n(x)=frac{f^{(n+1)}(c)}{(n+1)!}x^{(n+1)}
$$
where $c$ is between $x$ and $0$.
The derivatives of $g(x)$ are always $pmsin(x)pm cos(x)$ and so
$$
| f^{(n+1)}(c) | le 2
$$
for any $c$.
Then considering the magnitude of the error, find n such that
$$
2 frac{(0.1)^{(n+1)}}{(n+1)!} lt 0.001
$$
add a comment |
The Taylor series of $g(x) = sin(x) + cos(x)$ is
$$
1+x-frac{x^2}{2!}-frac{x^3}{3!}+frac{x^4}{4!}+frac{x^5}{5!}- ...
$$
You want to evaluate the function $g(-0.1)$ such that it's error is smaller than $0.001$.
From the Taylor series you can see that the third term $frac{x^3}{3!}$ will be of that order, because $frac{-0.1^3}{6} sim 0.001$. The next term in the series will always be an order smaller so the error will be of the order of $0.0001$ or $mathcal{O}(x^4).$
What you are left with is
$$
g(x) approx 1+x-frac{x^2}{2!}-frac{x^3}{3!}.
$$
Now you just fill in $-0.1$ to retrieve the value of the function in that point.
2
Sorry, but your answer is at least misleading. "The next term" is NOT the same as "the remainder (the sum of all remaining terms)". That's true for series satisfying the Alternating Series Test, and often true for rapidly convergent series, but it's not true in general. So your statement thatThe next term in the series will always be an order smaller so the error will be...
is false.
– zipirovich
9 hours ago
I'm saying for this example the next term will be an order smaller. I'm not stating anything general here.
– WarreG
8 hours ago
Yes, the next term will be smaller. But technically speaking, in general that's irrelevant to the question: the error is given by the remainder, not by the next term. If you claim that in this series the error $=$ the remainder can be bounded by the next term, you have to justify this claim. Otherwise, it's wrong.
– zipirovich
8 hours ago
You are right. But in this case, because $-1 < x <1$ the value will converge very rapidly to the exact value. Because each following term is guaranteed to be smaller you can approximately guess what order you have to use for the Taylor series, where the question actually is about. I leave it to you then to write an answer with the total remainder.
– WarreG
8 hours ago
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
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active
oldest
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active
oldest
votes
With
$$
f(x)=f(0)+frac{f^{(1)}(0)}{1!}x+cdots+frac{f^{(n)}(0)}{n!}x^n+R_n(x)
$$
Use the Lagrange form for the remainder
$$
R_n(x)=frac{f^{(n+1)}(c)}{(n+1)!}x^{(n+1)}
$$
where $c$ is between $x$ and $0$.
The derivatives of $g(x)$ are always $pmsin(x)pm cos(x)$ and so
$$
| f^{(n+1)}(c) | le 2
$$
for any $c$.
Then considering the magnitude of the error, find n such that
$$
2 frac{(0.1)^{(n+1)}}{(n+1)!} lt 0.001
$$
add a comment |
With
$$
f(x)=f(0)+frac{f^{(1)}(0)}{1!}x+cdots+frac{f^{(n)}(0)}{n!}x^n+R_n(x)
$$
Use the Lagrange form for the remainder
$$
R_n(x)=frac{f^{(n+1)}(c)}{(n+1)!}x^{(n+1)}
$$
where $c$ is between $x$ and $0$.
The derivatives of $g(x)$ are always $pmsin(x)pm cos(x)$ and so
$$
| f^{(n+1)}(c) | le 2
$$
for any $c$.
Then considering the magnitude of the error, find n such that
$$
2 frac{(0.1)^{(n+1)}}{(n+1)!} lt 0.001
$$
add a comment |
With
$$
f(x)=f(0)+frac{f^{(1)}(0)}{1!}x+cdots+frac{f^{(n)}(0)}{n!}x^n+R_n(x)
$$
Use the Lagrange form for the remainder
$$
R_n(x)=frac{f^{(n+1)}(c)}{(n+1)!}x^{(n+1)}
$$
where $c$ is between $x$ and $0$.
The derivatives of $g(x)$ are always $pmsin(x)pm cos(x)$ and so
$$
| f^{(n+1)}(c) | le 2
$$
for any $c$.
Then considering the magnitude of the error, find n such that
$$
2 frac{(0.1)^{(n+1)}}{(n+1)!} lt 0.001
$$
With
$$
f(x)=f(0)+frac{f^{(1)}(0)}{1!}x+cdots+frac{f^{(n)}(0)}{n!}x^n+R_n(x)
$$
Use the Lagrange form for the remainder
$$
R_n(x)=frac{f^{(n+1)}(c)}{(n+1)!}x^{(n+1)}
$$
where $c$ is between $x$ and $0$.
The derivatives of $g(x)$ are always $pmsin(x)pm cos(x)$ and so
$$
| f^{(n+1)}(c) | le 2
$$
for any $c$.
Then considering the magnitude of the error, find n such that
$$
2 frac{(0.1)^{(n+1)}}{(n+1)!} lt 0.001
$$
edited 7 hours ago
answered 7 hours ago
PM.
3,3732825
3,3732825
add a comment |
add a comment |
The Taylor series of $g(x) = sin(x) + cos(x)$ is
$$
1+x-frac{x^2}{2!}-frac{x^3}{3!}+frac{x^4}{4!}+frac{x^5}{5!}- ...
$$
You want to evaluate the function $g(-0.1)$ such that it's error is smaller than $0.001$.
From the Taylor series you can see that the third term $frac{x^3}{3!}$ will be of that order, because $frac{-0.1^3}{6} sim 0.001$. The next term in the series will always be an order smaller so the error will be of the order of $0.0001$ or $mathcal{O}(x^4).$
What you are left with is
$$
g(x) approx 1+x-frac{x^2}{2!}-frac{x^3}{3!}.
$$
Now you just fill in $-0.1$ to retrieve the value of the function in that point.
2
Sorry, but your answer is at least misleading. "The next term" is NOT the same as "the remainder (the sum of all remaining terms)". That's true for series satisfying the Alternating Series Test, and often true for rapidly convergent series, but it's not true in general. So your statement thatThe next term in the series will always be an order smaller so the error will be...
is false.
– zipirovich
9 hours ago
I'm saying for this example the next term will be an order smaller. I'm not stating anything general here.
– WarreG
8 hours ago
Yes, the next term will be smaller. But technically speaking, in general that's irrelevant to the question: the error is given by the remainder, not by the next term. If you claim that in this series the error $=$ the remainder can be bounded by the next term, you have to justify this claim. Otherwise, it's wrong.
– zipirovich
8 hours ago
You are right. But in this case, because $-1 < x <1$ the value will converge very rapidly to the exact value. Because each following term is guaranteed to be smaller you can approximately guess what order you have to use for the Taylor series, where the question actually is about. I leave it to you then to write an answer with the total remainder.
– WarreG
8 hours ago
add a comment |
The Taylor series of $g(x) = sin(x) + cos(x)$ is
$$
1+x-frac{x^2}{2!}-frac{x^3}{3!}+frac{x^4}{4!}+frac{x^5}{5!}- ...
$$
You want to evaluate the function $g(-0.1)$ such that it's error is smaller than $0.001$.
From the Taylor series you can see that the third term $frac{x^3}{3!}$ will be of that order, because $frac{-0.1^3}{6} sim 0.001$. The next term in the series will always be an order smaller so the error will be of the order of $0.0001$ or $mathcal{O}(x^4).$
What you are left with is
$$
g(x) approx 1+x-frac{x^2}{2!}-frac{x^3}{3!}.
$$
Now you just fill in $-0.1$ to retrieve the value of the function in that point.
2
Sorry, but your answer is at least misleading. "The next term" is NOT the same as "the remainder (the sum of all remaining terms)". That's true for series satisfying the Alternating Series Test, and often true for rapidly convergent series, but it's not true in general. So your statement thatThe next term in the series will always be an order smaller so the error will be...
is false.
– zipirovich
9 hours ago
I'm saying for this example the next term will be an order smaller. I'm not stating anything general here.
– WarreG
8 hours ago
Yes, the next term will be smaller. But technically speaking, in general that's irrelevant to the question: the error is given by the remainder, not by the next term. If you claim that in this series the error $=$ the remainder can be bounded by the next term, you have to justify this claim. Otherwise, it's wrong.
– zipirovich
8 hours ago
You are right. But in this case, because $-1 < x <1$ the value will converge very rapidly to the exact value. Because each following term is guaranteed to be smaller you can approximately guess what order you have to use for the Taylor series, where the question actually is about. I leave it to you then to write an answer with the total remainder.
– WarreG
8 hours ago
add a comment |
The Taylor series of $g(x) = sin(x) + cos(x)$ is
$$
1+x-frac{x^2}{2!}-frac{x^3}{3!}+frac{x^4}{4!}+frac{x^5}{5!}- ...
$$
You want to evaluate the function $g(-0.1)$ such that it's error is smaller than $0.001$.
From the Taylor series you can see that the third term $frac{x^3}{3!}$ will be of that order, because $frac{-0.1^3}{6} sim 0.001$. The next term in the series will always be an order smaller so the error will be of the order of $0.0001$ or $mathcal{O}(x^4).$
What you are left with is
$$
g(x) approx 1+x-frac{x^2}{2!}-frac{x^3}{3!}.
$$
Now you just fill in $-0.1$ to retrieve the value of the function in that point.
The Taylor series of $g(x) = sin(x) + cos(x)$ is
$$
1+x-frac{x^2}{2!}-frac{x^3}{3!}+frac{x^4}{4!}+frac{x^5}{5!}- ...
$$
You want to evaluate the function $g(-0.1)$ such that it's error is smaller than $0.001$.
From the Taylor series you can see that the third term $frac{x^3}{3!}$ will be of that order, because $frac{-0.1^3}{6} sim 0.001$. The next term in the series will always be an order smaller so the error will be of the order of $0.0001$ or $mathcal{O}(x^4).$
What you are left with is
$$
g(x) approx 1+x-frac{x^2}{2!}-frac{x^3}{3!}.
$$
Now you just fill in $-0.1$ to retrieve the value of the function in that point.
answered 9 hours ago


WarreG
2089
2089
2
Sorry, but your answer is at least misleading. "The next term" is NOT the same as "the remainder (the sum of all remaining terms)". That's true for series satisfying the Alternating Series Test, and often true for rapidly convergent series, but it's not true in general. So your statement thatThe next term in the series will always be an order smaller so the error will be...
is false.
– zipirovich
9 hours ago
I'm saying for this example the next term will be an order smaller. I'm not stating anything general here.
– WarreG
8 hours ago
Yes, the next term will be smaller. But technically speaking, in general that's irrelevant to the question: the error is given by the remainder, not by the next term. If you claim that in this series the error $=$ the remainder can be bounded by the next term, you have to justify this claim. Otherwise, it's wrong.
– zipirovich
8 hours ago
You are right. But in this case, because $-1 < x <1$ the value will converge very rapidly to the exact value. Because each following term is guaranteed to be smaller you can approximately guess what order you have to use for the Taylor series, where the question actually is about. I leave it to you then to write an answer with the total remainder.
– WarreG
8 hours ago
add a comment |
2
Sorry, but your answer is at least misleading. "The next term" is NOT the same as "the remainder (the sum of all remaining terms)". That's true for series satisfying the Alternating Series Test, and often true for rapidly convergent series, but it's not true in general. So your statement thatThe next term in the series will always be an order smaller so the error will be...
is false.
– zipirovich
9 hours ago
I'm saying for this example the next term will be an order smaller. I'm not stating anything general here.
– WarreG
8 hours ago
Yes, the next term will be smaller. But technically speaking, in general that's irrelevant to the question: the error is given by the remainder, not by the next term. If you claim that in this series the error $=$ the remainder can be bounded by the next term, you have to justify this claim. Otherwise, it's wrong.
– zipirovich
8 hours ago
You are right. But in this case, because $-1 < x <1$ the value will converge very rapidly to the exact value. Because each following term is guaranteed to be smaller you can approximately guess what order you have to use for the Taylor series, where the question actually is about. I leave it to you then to write an answer with the total remainder.
– WarreG
8 hours ago
2
2
Sorry, but your answer is at least misleading. "The next term" is NOT the same as "the remainder (the sum of all remaining terms)". That's true for series satisfying the Alternating Series Test, and often true for rapidly convergent series, but it's not true in general. So your statement that
The next term in the series will always be an order smaller so the error will be...
is false.– zipirovich
9 hours ago
Sorry, but your answer is at least misleading. "The next term" is NOT the same as "the remainder (the sum of all remaining terms)". That's true for series satisfying the Alternating Series Test, and often true for rapidly convergent series, but it's not true in general. So your statement that
The next term in the series will always be an order smaller so the error will be...
is false.– zipirovich
9 hours ago
I'm saying for this example the next term will be an order smaller. I'm not stating anything general here.
– WarreG
8 hours ago
I'm saying for this example the next term will be an order smaller. I'm not stating anything general here.
– WarreG
8 hours ago
Yes, the next term will be smaller. But technically speaking, in general that's irrelevant to the question: the error is given by the remainder, not by the next term. If you claim that in this series the error $=$ the remainder can be bounded by the next term, you have to justify this claim. Otherwise, it's wrong.
– zipirovich
8 hours ago
Yes, the next term will be smaller. But technically speaking, in general that's irrelevant to the question: the error is given by the remainder, not by the next term. If you claim that in this series the error $=$ the remainder can be bounded by the next term, you have to justify this claim. Otherwise, it's wrong.
– zipirovich
8 hours ago
You are right. But in this case, because $-1 < x <1$ the value will converge very rapidly to the exact value. Because each following term is guaranteed to be smaller you can approximately guess what order you have to use for the Taylor series, where the question actually is about. I leave it to you then to write an answer with the total remainder.
– WarreG
8 hours ago
You are right. But in this case, because $-1 < x <1$ the value will converge very rapidly to the exact value. Because each following term is guaranteed to be smaller you can approximately guess what order you have to use for the Taylor series, where the question actually is about. I leave it to you then to write an answer with the total remainder.
– WarreG
8 hours ago
add a comment |
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So you want to know until what order you need to take the Tayor series?
– WarreG
10 hours ago