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I am trying to apply the quantum coin walk on a 3D grid, with 3 Hadamard coins. However I can't seem to get symmetric results after 3 steps. Is it simply not possible to have a probability distribution which is symmetric with such a coin?

Thank you

ps the implementation is based on http://susan-stepney.blogspot.com/2014/02/mathjax.html and the position vector captures a 3D grid.

pps Has this been attempted on qiskit? I couldn't use the hard coded matrix to get result perfectly symmetric for some reasons...

Trieu Jo
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1 Answers1

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Not sure I answered your question, but from the code reference you mentioned, I only changed line 30 to:ax = fig.add_subplot(111, projection = '3d') and line 3 to:from mpl_toolkits.mplot3d import Axes3D

from numpy import *
from matplotlib.pyplot import *
from mpl_toolkits.mplot3d import Axes3D
N = 100      # number of random steps
P = 2*N+1    # number of positions
coin0 = array([1, 0])  # |0>
coin1 = array([0, 1])  # |1>
C00 = outer(coin0, coin0)  # |0><0| 
C01 = outer(coin0, coin1)  # |0><1| 
C10 = outer(coin1, coin0)  # |1><0| 
C11 = outer(coin1, coin1)  # |1><1| 
C_hat = (C00 + C01 + C10 - C11)/sqrt(2.)
ShiftPlus = roll(eye(P), 1, axis=0)
ShiftMinus = roll(eye(P), -1, axis=0)
S_hat = kron(ShiftPlus, C00) + kron(ShiftMinus, C11)
U = S_hat.dot(kron(eye(P), C_hat))
posn0 = zeros(P)
posn0[N] = 1     # array indexing starts from 0, so index N is the central posn
psi0 = kron(posn0,(coin0+coin1*1j)/sqrt(2.))
psiN = linalg.matrix_power(U, N).dot(psi0)
prob = empty(P)
for k in range(P):
    posn = zeros(P)
    posn[k] = 1     
    M_hat_k = kron( outer(posn,posn), eye(2))
    proj = M_hat_k.dot(psiN)
    prob[k] = proj.dot(proj.conjugate()).real

fig = figure()
ax = fig.add_subplot(111, projection = '3d')

plot(arange(P), prob)
plot(arange(P), prob, 'o')
loc = range(0, P, P // 10) #Location of ticks
xticks(loc)
xlim(0, P)
ax.set_xticklabels(range(-N, N+1, P // 10))

show()
gerald
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  • Sorry, possibly this: https://matplotlib.org/3.5.0/gallery/animation/random_walk.html – gerald May 13 '22 at 17:51
  • this one is regular quantum walk, I would like to perform a quantum coined walk or discrete time quantum random walk on a 3D grid thank you for your help though edit : oops i deleted my last comment that said it wasn't a 3D walk – Trieu Jo May 14 '22 at 10:13