Adams-Bashforth algorithm Announcing the arrival of Valued Associate #679: Cesar Manara Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern)Problem Condition and Algorithm StabilityGreedy algorithmAlgorithm for obtaining the surface of a mirrorConditional probability algorithm problemcomputer algorithm VS mathematical algorithmCalculate mean value from given dataAlgorithm for Adams-methods with variable step-sizeAlgorithm/PuzzleProof that my greedy algorithm for assigning candidates to jobs worksIs this kind of “Gerrymandering” NP-complete?
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Adams-Bashforth algorithm
Announcing the arrival of Valued Associate #679: Cesar Manara
Planned maintenance scheduled April 17/18, 2019 at 00:00UTC (8:00pm US/Eastern)Problem Condition and Algorithm StabilityGreedy algorithmAlgorithm for obtaining the surface of a mirrorConditional probability algorithm problemcomputer algorithm VS mathematical algorithmCalculate mean value from given dataAlgorithm for Adams-methods with variable step-sizeAlgorithm/PuzzleProof that my greedy algorithm for assigning candidates to jobs worksIs this kind of “Gerrymandering” NP-complete?
$begingroup$
So i got a project and I've been trying to solve it, but I just don't know how to start, and I haven't found an example similar to this one. So if you could guide me a little bit I would really appreciate it.
Giving the Cauchy
$$y'=-y^2$$ $$y(0)=1$$
which has the exact solution $y(x)=1/(1+x)$. Using the Adams-Bashforth procedure for $h=0.5$ and $0.25$ solve the problem for the following interval $[0,5]$.
I didn't learned this algorithm in school and online I can't find similar examples, so if you could guide me a bit it would really help me!
algorithms numerical-calculus
New contributor
$endgroup$
add a comment |
$begingroup$
So i got a project and I've been trying to solve it, but I just don't know how to start, and I haven't found an example similar to this one. So if you could guide me a little bit I would really appreciate it.
Giving the Cauchy
$$y'=-y^2$$ $$y(0)=1$$
which has the exact solution $y(x)=1/(1+x)$. Using the Adams-Bashforth procedure for $h=0.5$ and $0.25$ solve the problem for the following interval $[0,5]$.
I didn't learned this algorithm in school and online I can't find similar examples, so if you could guide me a bit it would really help me!
algorithms numerical-calculus
New contributor
$endgroup$
$begingroup$
What is your task here? Shall you implement the algorithm in a programming language? Or compute the first couple of steps by hand?
$endgroup$
– Jonas
Apr 8 at 19:37
$begingroup$
I have to implement it in MATLAB.
$endgroup$
– Alexandra
Apr 8 at 19:39
add a comment |
$begingroup$
So i got a project and I've been trying to solve it, but I just don't know how to start, and I haven't found an example similar to this one. So if you could guide me a little bit I would really appreciate it.
Giving the Cauchy
$$y'=-y^2$$ $$y(0)=1$$
which has the exact solution $y(x)=1/(1+x)$. Using the Adams-Bashforth procedure for $h=0.5$ and $0.25$ solve the problem for the following interval $[0,5]$.
I didn't learned this algorithm in school and online I can't find similar examples, so if you could guide me a bit it would really help me!
algorithms numerical-calculus
New contributor
$endgroup$
So i got a project and I've been trying to solve it, but I just don't know how to start, and I haven't found an example similar to this one. So if you could guide me a little bit I would really appreciate it.
Giving the Cauchy
$$y'=-y^2$$ $$y(0)=1$$
which has the exact solution $y(x)=1/(1+x)$. Using the Adams-Bashforth procedure for $h=0.5$ and $0.25$ solve the problem for the following interval $[0,5]$.
I didn't learned this algorithm in school and online I can't find similar examples, so if you could guide me a bit it would really help me!
algorithms numerical-calculus
algorithms numerical-calculus
New contributor
New contributor
edited Apr 8 at 19:40
Jonas
415312
415312
New contributor
asked Apr 8 at 19:23
AlexandraAlexandra
33
33
New contributor
New contributor
$begingroup$
What is your task here? Shall you implement the algorithm in a programming language? Or compute the first couple of steps by hand?
$endgroup$
– Jonas
Apr 8 at 19:37
$begingroup$
I have to implement it in MATLAB.
$endgroup$
– Alexandra
Apr 8 at 19:39
add a comment |
$begingroup$
What is your task here? Shall you implement the algorithm in a programming language? Or compute the first couple of steps by hand?
$endgroup$
– Jonas
Apr 8 at 19:37
$begingroup$
I have to implement it in MATLAB.
$endgroup$
– Alexandra
Apr 8 at 19:39
$begingroup$
What is your task here? Shall you implement the algorithm in a programming language? Or compute the first couple of steps by hand?
$endgroup$
– Jonas
Apr 8 at 19:37
$begingroup$
What is your task here? Shall you implement the algorithm in a programming language? Or compute the first couple of steps by hand?
$endgroup$
– Jonas
Apr 8 at 19:37
$begingroup$
I have to implement it in MATLAB.
$endgroup$
– Alexandra
Apr 8 at 19:39
$begingroup$
I have to implement it in MATLAB.
$endgroup$
– Alexandra
Apr 8 at 19:39
add a comment |
1 Answer
1
active
oldest
votes
$begingroup$
You just need to write the recurrence. For example, if you look at AB method with $s=2$, the numerical scheme is the following:
$y_n+2=y_n+1-frack2f(t_n,y_n) +frac3k2f(t_n+1,y_n+1)$.
It's a second order method, and you can compute $y_1$ ($y_0$ is of course given, and it's $y_0=1$, since it's the initial data!) with explicit Euler method.
In your specific example, $f$ is given by $f(t,y)=f(y)=-y^2$, and $k$ is your step size $h$.
It's just a for loop where you update at each time-step $y_n+1,y_n$.
$endgroup$
$begingroup$
function [y t] = abm4(f,a,b,ya,n) h = (b - a) / n; h24 = h / 24; y(1,:) = ya; t(1) = a; m = min(3,n); for i = 1 : m t(i+1) = t(i) + h; s(i,:) = f(t(i), y(i,:)); s2 = f(t(i) + h / 2, y(i,:) + s(i,:) * h /2); s3 = f(t(i) + h / 2, y(i,:) + s2 * h /2); s4 = f(t(i+1), y(i,:) + s3 * h); y(i+1,:) = y(i,:) + (s(i,:) + s2+s2 + s3+s3 + s4) * h / 6; end; for i = m + 1 : n s(i,:) = f(t(i), y(i,:)); y(i+1,:) = y(i,:) + (55 * s(i,:) - 59 * s(i-1,:) + 37 * s(i-2,:) - 9 * s(i-3,:)) * h24; t(i+1) = t(i) + h; y(i+1,:) = y(i,:) + (9 * f(t(i+1), y(i+1,:)) + 19 * s(i,:) - 5 * s(i-1,:) + s(i-2,:)) * h24; end;
$endgroup$
– Alexandra
Apr 9 at 6:35
add a comment |
Your Answer
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1 Answer
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active
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1 Answer
1
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oldest
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$begingroup$
You just need to write the recurrence. For example, if you look at AB method with $s=2$, the numerical scheme is the following:
$y_n+2=y_n+1-frack2f(t_n,y_n) +frac3k2f(t_n+1,y_n+1)$.
It's a second order method, and you can compute $y_1$ ($y_0$ is of course given, and it's $y_0=1$, since it's the initial data!) with explicit Euler method.
In your specific example, $f$ is given by $f(t,y)=f(y)=-y^2$, and $k$ is your step size $h$.
It's just a for loop where you update at each time-step $y_n+1,y_n$.
$endgroup$
$begingroup$
function [y t] = abm4(f,a,b,ya,n) h = (b - a) / n; h24 = h / 24; y(1,:) = ya; t(1) = a; m = min(3,n); for i = 1 : m t(i+1) = t(i) + h; s(i,:) = f(t(i), y(i,:)); s2 = f(t(i) + h / 2, y(i,:) + s(i,:) * h /2); s3 = f(t(i) + h / 2, y(i,:) + s2 * h /2); s4 = f(t(i+1), y(i,:) + s3 * h); y(i+1,:) = y(i,:) + (s(i,:) + s2+s2 + s3+s3 + s4) * h / 6; end; for i = m + 1 : n s(i,:) = f(t(i), y(i,:)); y(i+1,:) = y(i,:) + (55 * s(i,:) - 59 * s(i-1,:) + 37 * s(i-2,:) - 9 * s(i-3,:)) * h24; t(i+1) = t(i) + h; y(i+1,:) = y(i,:) + (9 * f(t(i+1), y(i+1,:)) + 19 * s(i,:) - 5 * s(i-1,:) + s(i-2,:)) * h24; end;
$endgroup$
– Alexandra
Apr 9 at 6:35
add a comment |
$begingroup$
You just need to write the recurrence. For example, if you look at AB method with $s=2$, the numerical scheme is the following:
$y_n+2=y_n+1-frack2f(t_n,y_n) +frac3k2f(t_n+1,y_n+1)$.
It's a second order method, and you can compute $y_1$ ($y_0$ is of course given, and it's $y_0=1$, since it's the initial data!) with explicit Euler method.
In your specific example, $f$ is given by $f(t,y)=f(y)=-y^2$, and $k$ is your step size $h$.
It's just a for loop where you update at each time-step $y_n+1,y_n$.
$endgroup$
$begingroup$
function [y t] = abm4(f,a,b,ya,n) h = (b - a) / n; h24 = h / 24; y(1,:) = ya; t(1) = a; m = min(3,n); for i = 1 : m t(i+1) = t(i) + h; s(i,:) = f(t(i), y(i,:)); s2 = f(t(i) + h / 2, y(i,:) + s(i,:) * h /2); s3 = f(t(i) + h / 2, y(i,:) + s2 * h /2); s4 = f(t(i+1), y(i,:) + s3 * h); y(i+1,:) = y(i,:) + (s(i,:) + s2+s2 + s3+s3 + s4) * h / 6; end; for i = m + 1 : n s(i,:) = f(t(i), y(i,:)); y(i+1,:) = y(i,:) + (55 * s(i,:) - 59 * s(i-1,:) + 37 * s(i-2,:) - 9 * s(i-3,:)) * h24; t(i+1) = t(i) + h; y(i+1,:) = y(i,:) + (9 * f(t(i+1), y(i+1,:)) + 19 * s(i,:) - 5 * s(i-1,:) + s(i-2,:)) * h24; end;
$endgroup$
– Alexandra
Apr 9 at 6:35
add a comment |
$begingroup$
You just need to write the recurrence. For example, if you look at AB method with $s=2$, the numerical scheme is the following:
$y_n+2=y_n+1-frack2f(t_n,y_n) +frac3k2f(t_n+1,y_n+1)$.
It's a second order method, and you can compute $y_1$ ($y_0$ is of course given, and it's $y_0=1$, since it's the initial data!) with explicit Euler method.
In your specific example, $f$ is given by $f(t,y)=f(y)=-y^2$, and $k$ is your step size $h$.
It's just a for loop where you update at each time-step $y_n+1,y_n$.
$endgroup$
You just need to write the recurrence. For example, if you look at AB method with $s=2$, the numerical scheme is the following:
$y_n+2=y_n+1-frack2f(t_n,y_n) +frac3k2f(t_n+1,y_n+1)$.
It's a second order method, and you can compute $y_1$ ($y_0$ is of course given, and it's $y_0=1$, since it's the initial data!) with explicit Euler method.
In your specific example, $f$ is given by $f(t,y)=f(y)=-y^2$, and $k$ is your step size $h$.
It's just a for loop where you update at each time-step $y_n+1,y_n$.
answered Apr 8 at 19:46
VoBVoB
801513
801513
$begingroup$
function [y t] = abm4(f,a,b,ya,n) h = (b - a) / n; h24 = h / 24; y(1,:) = ya; t(1) = a; m = min(3,n); for i = 1 : m t(i+1) = t(i) + h; s(i,:) = f(t(i), y(i,:)); s2 = f(t(i) + h / 2, y(i,:) + s(i,:) * h /2); s3 = f(t(i) + h / 2, y(i,:) + s2 * h /2); s4 = f(t(i+1), y(i,:) + s3 * h); y(i+1,:) = y(i,:) + (s(i,:) + s2+s2 + s3+s3 + s4) * h / 6; end; for i = m + 1 : n s(i,:) = f(t(i), y(i,:)); y(i+1,:) = y(i,:) + (55 * s(i,:) - 59 * s(i-1,:) + 37 * s(i-2,:) - 9 * s(i-3,:)) * h24; t(i+1) = t(i) + h; y(i+1,:) = y(i,:) + (9 * f(t(i+1), y(i+1,:)) + 19 * s(i,:) - 5 * s(i-1,:) + s(i-2,:)) * h24; end;
$endgroup$
– Alexandra
Apr 9 at 6:35
add a comment |
$begingroup$
function [y t] = abm4(f,a,b,ya,n) h = (b - a) / n; h24 = h / 24; y(1,:) = ya; t(1) = a; m = min(3,n); for i = 1 : m t(i+1) = t(i) + h; s(i,:) = f(t(i), y(i,:)); s2 = f(t(i) + h / 2, y(i,:) + s(i,:) * h /2); s3 = f(t(i) + h / 2, y(i,:) + s2 * h /2); s4 = f(t(i+1), y(i,:) + s3 * h); y(i+1,:) = y(i,:) + (s(i,:) + s2+s2 + s3+s3 + s4) * h / 6; end; for i = m + 1 : n s(i,:) = f(t(i), y(i,:)); y(i+1,:) = y(i,:) + (55 * s(i,:) - 59 * s(i-1,:) + 37 * s(i-2,:) - 9 * s(i-3,:)) * h24; t(i+1) = t(i) + h; y(i+1,:) = y(i,:) + (9 * f(t(i+1), y(i+1,:)) + 19 * s(i,:) - 5 * s(i-1,:) + s(i-2,:)) * h24; end;
$endgroup$
– Alexandra
Apr 9 at 6:35
$begingroup$
function [y t] = abm4(f,a,b,ya,n) h = (b - a) / n; h24 = h / 24; y(1,:) = ya; t(1) = a; m = min(3,n); for i = 1 : m t(i+1) = t(i) + h; s(i,:) = f(t(i), y(i,:)); s2 = f(t(i) + h / 2, y(i,:) + s(i,:) * h /2); s3 = f(t(i) + h / 2, y(i,:) + s2 * h /2); s4 = f(t(i+1), y(i,:) + s3 * h); y(i+1,:) = y(i,:) + (s(i,:) + s2+s2 + s3+s3 + s4) * h / 6; end; for i = m + 1 : n s(i,:) = f(t(i), y(i,:)); y(i+1,:) = y(i,:) + (55 * s(i,:) - 59 * s(i-1,:) + 37 * s(i-2,:) - 9 * s(i-3,:)) * h24; t(i+1) = t(i) + h; y(i+1,:) = y(i,:) + (9 * f(t(i+1), y(i+1,:)) + 19 * s(i,:) - 5 * s(i-1,:) + s(i-2,:)) * h24; end;
$endgroup$
– Alexandra
Apr 9 at 6:35
$begingroup$
function [y t] = abm4(f,a,b,ya,n) h = (b - a) / n; h24 = h / 24; y(1,:) = ya; t(1) = a; m = min(3,n); for i = 1 : m t(i+1) = t(i) + h; s(i,:) = f(t(i), y(i,:)); s2 = f(t(i) + h / 2, y(i,:) + s(i,:) * h /2); s3 = f(t(i) + h / 2, y(i,:) + s2 * h /2); s4 = f(t(i+1), y(i,:) + s3 * h); y(i+1,:) = y(i,:) + (s(i,:) + s2+s2 + s3+s3 + s4) * h / 6; end; for i = m + 1 : n s(i,:) = f(t(i), y(i,:)); y(i+1,:) = y(i,:) + (55 * s(i,:) - 59 * s(i-1,:) + 37 * s(i-2,:) - 9 * s(i-3,:)) * h24; t(i+1) = t(i) + h; y(i+1,:) = y(i,:) + (9 * f(t(i+1), y(i+1,:)) + 19 * s(i,:) - 5 * s(i-1,:) + s(i-2,:)) * h24; end;
$endgroup$
– Alexandra
Apr 9 at 6:35
add a comment |
Alexandra is a new contributor. Be nice, and check out our Code of Conduct.
Alexandra is a new contributor. Be nice, and check out our Code of Conduct.
Alexandra is a new contributor. Be nice, and check out our Code of Conduct.
Alexandra is a new contributor. Be nice, and check out our Code of Conduct.
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$begingroup$
What is your task here? Shall you implement the algorithm in a programming language? Or compute the first couple of steps by hand?
$endgroup$
– Jonas
Apr 8 at 19:37
$begingroup$
I have to implement it in MATLAB.
$endgroup$
– Alexandra
Apr 8 at 19:39