178 CHAPTER 7 14. Find the polynomial of degree 10 that best fits the function b(t) = cos(4t) at 50 equally-spaced points t between 0 and 1. Set up the matrix A and right-hand side vector b, and determine the polynomial coefficients in two different ways: (a) By using the MATLAB command x = position). A\b (which uses a QR decom- (b) By solving the normal equations AT Ax = ATb. This can be done in MATLAB by typing x = (A'*A) \(A'*b). Print the results to 16 digits (using format long e) and comment on the differences you see. [Note: You can compute the condition number of A or of AT A using the MATLAB function cond.] 15. In the inclined plane experiment of Galileo described is r if on .
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- Write a Matlab function named reflect_polynomial that will: [a] accept a univariate polynomial defined by a vector of polynomial coefficients (ordered by descending powers) as input, [b] plot the polynomial over a specified range, [c] reflect the polynomial about an arbitrary line in the x-y plane using matrix-vector multiplication, and [d] plot the reflected polynomial over the specified range. Your function should take the following inputs (in order): the vector of polynomial coefficients ordered by descending power, a vector specifying the plot range in the form [a b] where a<b, the vector of polynomial coefficients ordered by descending power that specifies the arbitrary axis of reflectionCompute the gradient with respect to all parameters of f(w0 + w1a1 + w2a2) when w0 = 3, w1 = −2, a1 = 2, w2 = −1, a2 = 4, and β = 0.25 using backpropagationwe represent the finite-length signals as vectors in Euclidean space, many operations on signals can be encoded as a matrix-vector multiplication. Consider for example a circular shift in C: a delay by one (i.e. a right shift) transforms the signal x = (xo X1 X2]" into x = [xı xo xz]" and it can be described by the matrix TO D = [0 1 0'0 0 1'1 0 0] so that x = Dx. Determine the matrix F that implements the one step difference operator in C ie the operator that transforms a signal x into [(x - x)(x1 - x0)(x2 - 1)]
- Using Matlab, A=[1 2 3;4 5 6;7 8 10]; a)Create a vector version of the original matrix A. b)Extract those entries of the original matrix A that are greater than 5Pls Use Python If there is a non-singular matrix P such as P-1AP=D , matrix A is called a diagonalizable matrix. A, n x n square matrix is diagonalizable if and only if matrix A has n linearly independent eigenvectors. In this case, the diagonal elements of the diagonal matrix D are the eigenvalues of the matrix A. A=({{1, -1, -1}, {1, 3, 1}, {-3, 1, -1}}) : 1 -1 -1 1 3 1 -3 1 -1 a)Write a program that calculates the eigenvalues and eigenvectors of matrix A using NumPy. b)Write the program that determines whether the D matrix is diagonal by calculating the D matrix, using NumPy. Ps: Please also explain step by step with " # "Matlab Assignment Assign the points P=(4,3,0) and Q=(6,1,2) and the vector L = 5i + 8j - 1k. Find the distance between Q and the line containing P with direction vector L, and assign it to 'q'. Here's the code I used, but it's wrong. Can I get some help? P=[4,3,0] Q=[6,1,2] n=[5,8,-1] project = (dot(Q-P,n)/norm(n)^2)*n q=norm(Q-project)
- Let f ∈ C+ 2π with a zero of order 2p at z. Let r>p and m = n/r. Then there exists a constant c > 0 independent of n such that for all nsufficiently large, all eigenvalues of the preconditioned matrix C−1 n (Km,2r ∗ f)Tn(f) are larger than c.Write a wrapper function to specialize your function from D.1 to find all of the roots of an arbitrary polynomial that is specified by a single input vector of coefficients on a given interval to a given error tolerance . Recall that a polynomial of degree may be written as . Your function must accept the following inputs in the following order: the vector of coefficients (c) the value for the lower limit of the range (a) the value for the upper limit of the range (b) the desired error tolerance (eps)Write a MATLAB program to solve(i) an arbitrary matrix problem A= M*N where M and N arematrices in which you need to input the numbers onyour screen. Note M and N has a size mxm.(ii) Finding an inverse of the matrix
- Need Python code to graph f = sin(9x) to show the exact solution and the graphs of its interpolation using n = 12 (12 sub-intervals). T= 6. Also, using the same intervals plot its L2 projection. Print the (n+1)*(n+1) matrix M and the (n+1)*1 vector b.Consider the following for loops in R. For each for loop, list the values (in order) that the variable i takes on in the body of the loop. Briefly (in no more than a few sentences) explain why. a) for(i in 1+2:3.4*5) { } b) for(i in dim(matrix(0, nr = 7, nc = 8))) { } c) for(i in rnorm(3)) { } d) for(i in iris[1:3,3]) { } e) for(j in c(1, 2, 3, 4, 5)) { } f) for(i in (function(x) x*x)(c(1, 2, 3))) { } g) for(i in NULL) { } h) for(i in strsplit(as.character(4*atan(1)),’’) [[1]][1:10]) { }In Matlab, Write a function in which, given a matrix of positive values and dimensions 16×16, the 4 largest values are preserved and all the others are nullified, place 4 examples using known and arbitrary matrices (random, ones, zeros, identity, etc.).