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# Homework #4 | |
## final commit due 11/2/17 by 11:59pm | |
*Include all work as either an m-file script, m-file function, or example code included | |
with \`\`\` and document your code in the README.md file* | |
### P1-2 Due 10/26 | |
**1\.** Create a new github repository called '04_linear_algebra'. | |
a. Add rcc02007 and zhs15101 as collaborators. | |
b. Clone the repository to your computer. | |
c. Submit clone repo link to [https://goo.gl/forms/gFNxhNM4qJJKj8hE3](https://goo.gl/forms/gFNxhNM4qJJKj8hE3) | |
**2\.** Create the 4x4 and 5x5 [Hilbert matrix](https://en.wikipedia.org/wiki/Hilbert_matrix) as H. Include the following results in your | |
README before 10/26 by midnight: | |
a. What are the 2-norm, frobenius-norm, 1-norm and infinity-norm of the 4x4 and 5x5 | |
Hilbert matrices? | |
b. What are the 2-norm, frobenius-norm, 1-norm and infinity-norm of the 4x4 and 5x5 | |
inverse Hilbert matrices? | |
c. What are the condition numbers for the 2-norm, frobenius-norm, 1-norm and | |
infinity-norm of the 4x4 and 5x5 Hilbert matrices? | |
### P3-4 Due 10/30 | |
**3\.** Create a Cholesky factorization function called `chol_tridiag.m` that takes 2 vectors | |
as inputs and calculates the Cholseky factorization of a tridiagonal matrix. The output | |
should be 2 vectors, the diagonal and the off-diagonal vector of the Cholesky matrix. | |
```matlab | |
[d,u]=chol_tridiag(e,f); | |
``` | |
**4\.** Use the output from `chol_tridiag.m` to create a forward substitution and | |
back-substitution function called `solve_tridiag.m` that provides the solution of | |
Ax=b given the vectors from the output of [d,u]=lu_tridiag(e,f). *Note: do not use | |
the backslash solver `\`, create an algebraic solution* | |
```matlab | |
x=solve_tridiag(d,u,b); | |
``` | |
![Spring-mass system for problem 5](./figures/mass_springs.png) | |
**5\.** Create the stiffness matrix for the 4-mass system shown above | |
for cases a-c. Calculate the condition of the stiffness matrices. What is the expected error | |
when calculating the displacements of the 4 masses? Include the analysis and results in your README. | |
a. K1=K2=K3=K4=1000 N/m | |
b. K1=K3=K4=1000 N/m, K2=1000e12 N/m | |
c. K1=K3=K4=1000 N/m, K2=1000e-12 N/m | |
**6\.** Use `chol_tridiag.m` and `solve_tridiag.m` to solve for the displacements of hanging | |
masses 1-4 shown above in 5a-c, if all masses are 1 kg. | |
![Spring-mass system for analysis](./figures/spring_mass.png) | |
**7\.** In the system shown above, determine the three differential equations for the position | |
of masses 1, 2, and 3. Solve for the vibrational modes of the spring-mass system if k1=10 | |
N/m, k2=k3=20 N/m, and k4=10 N/m. The masses are m1=1 kg, m2=2 kg and m3=4 kg. Create a | |
function, `mass_spring_vibrate.m` that outputs the vibration modes and natural frequencies based upon the | |
parameters, k1, k2, k3, and k4. | |
**8\.** The curvature of a slender column subject to an axial load P can be | |
modeled by | |
$\frac{d^{2}y}{dx^{2}} + p^{2} y = 0$ | |
![](./equations/d2ydx2.png) | |
where $p^{2} = \frac{P}{EI}$ ![](./equations/p2.png) | |
where E = the modulus of elasticity, and I = the moment of inertia of the cross section | |
about its neutral axis. | |
This model can be converted into an eigenvalue problem by | |
substituting a centered finite-difference approximation for the second derivative to give | |
$\frac{y_{i+1} -2y_{i} + y_{i-1} }{\Delta x^{2}}+ p^{2} y_{i}$ | |
![](./equations/delta2y.png) | |
where i = a node located at a position along the rod’s interior, and $\Delta x$ = the | |
spacing between nodes. This equation can be expressed as $y_{i-1} - (2 - \Delta x^{2} | |
p^{2} )y_{i} +y_{i+1} = 0$ ![](./equations/solve.png) Writing this equation for a series of interior nodes along the | |
axis of the column yields a homogeneous system of equations. (See 13.10 for 4 | |
interior-node example) | |
Determine the eigenvalues for a 5-segment (4-interior nodes), 6-segment (5-interior | |
nodes), and 10-segment (9-interior nodes). Using the modulus and moment of inertia of a | |
pole for pole-vaulting ( | |
[http://people.bath.ac.uk/taf21/sports_whole.htm](http://people.bath.ac.uk/taf21/sports_whole.htm)) | |
E=76E9 Pa, I=4E-8 m^4, and L= 5m. | |
Include a table in the `README.md` that shows the following results: | |
What are the largest and smallest loads in the beam based upon the different shapes? How many eigenvalues are | |
there? | |
``` | |
| # of segments | largest load (N) | smallest load (N) | # of eigenvalues | | |
| --- | --- | --- | --- | | |
| 5 | ... | ... | ... | | |
| 6 | ... | ... | ... | | |
| 10 | ... | ... | ... | | |
``` | |
If the segment length approaches 0, how many eigenvalues would there be? |