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quantum.py
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#!/usr/bin/python
from __future__ import division
import sys
import os
import numpy as np
from sympy import *
uMat="uMat"
pred="pred"
def left_n(n,N):
temp=np.zeros([N,1])
temp[n][0]=1
return temp
def right_n(n,N):
temp=np.zeros([1,N])
temp[0][n]=1
return temp
def tenser_p(N,n,m,a):
global record
index=record.keys()
index.sort()
index.remove(index[0])
if n==0:
temp1=left_n(a,record[n]).dot(right_n(0,record[n]))
temp2=left_n(0,record[n]).dot(right_n(a,record[n]))
else:
temp1=np.eye(record[0])
temp2=np.eye(record[0])
for i in index:
if i!=n:
temp1=np.kron(temp1,np.eye(record[i]))
temp2=np.kron(temp2,np.eye(record[i]))
else:
temp1=np.kron(temp1,left_n(a,record[n]).dot(right_n(0,record[n])))
temp2=np.kron(temp2,left_n(0,record[n]).dot(right_n(a,record[n])))
ot=temp1.dot(m).dot(temp2)
return ot
def matsum(n,m):
global record
dim=record[n]
temp=tenser_p(dim,n,m,0)
for i in range(1,dim):
temp+=tenser_p(dim,n,m,i)
return temp
def adjoint(m):
return m.T
def pow(m,n):
temp=m
for i in range(n-1):
temp=temp.dot(temp)
return temp
def Split(n):
a=str(n)
b=[int(item) for item in a]
b.sort()
return b
def matUtrans(U,n,m):
global record
index=record.keys()
index.sort()
index.remove(index[0])
n=Split(n)
flag=0
if n[0]==0:
temp=adjoint(U)
flag=1
else:
temp=np.eye(record[0])
for i in index:
if i not in n:
temp=np.kron(temp,np.eye(record[i]))
elif flag==0:
temp=np.kron(temp,adjoint(U))
flag=1
ot=temp.dot(m).dot(adjoint(temp))
return ot
def matUtransC(C_U,n,m):
global record
A0=np.array([[1,0],[0,0]])
A1=np.array([[0,0],[0,1]])
index=record.keys()
index.sort()
index.remove(index[0])
n=Split(n)
if n[0]==0:
temp0=A0
temp1=A1
else:
temp0=np.eye(record[0])
temp1=np.eye(record[0])
for i in index:
if i==n[0]:
temp0=np.kron(temp0,A0)
temp1=np.kron(temp1,A1)
elif i==n[1]:
temp0=np.kron(temp0,np.eye(record[i]))
temp1=np.kron(temp1,adjoint(C_U))
else:
temp0=np.kron(temp0,np.eye(record[i]))
temp1=np.kron(temp1,np.eye(record[i]))
temp=temp0+temp1
ot=temp.dot(m).dot(adjoint(temp))
return ot
def fixpoint(m0,m1,q,p):
return (m0.T).dot(p).dot(m0)+(m1.T).dot(Q).dot(m1)
def order(m1,m2):
flag=0
#print(m1)
m=m1-m2
m=m.astype(complex)
eigvalue=np.linalg.eigvals(m)
#print(eigvalue)
for i in eigvalue:
if i<-10**(-15):
print i
flag=1
return flag
def check(m,typ):
d=len(m)
if typ=="uMat":
temp=m.dot(m.T)
for i in range(d):
if temp[i,i]!=1:
return 1
return 0
if typ=="pred":
if order(m,np.zeros([d,d]))==0 and order(np.eye(d),m)==0:
return 0
return 1
def check_I(m):
d=len(m)
flag=0
for i in range(d):
if m[i,i]!=1:
flag=1;
if flag==1:
for i in range(d):
if m[i,i]!=2:
return 1
return 0
term=sys.argv[1]
#term='order#matsum#0,matsum#1,matsum#2,matsum#3,matUtrans#Delta,2,matUtrans#H,0,matUtrans#H,1,matUtrans#H,2,fixpoint#M0,M1,Q,#adjoint#N0@.dot#P@.dot#N0@+#adjoint#N1@.dot#P@.dot#N1@+#adjoint#N2@.dot#P@.dot#N2@+#adjoint#N3@.dot#P@.dot#N3@+mat0@@@@@@@@@@@@@,I@'
#term='order#matUtrans#Or,10,matUtrans#H,0,matUtrans#H,1,matUtrans#Ph,10,matUtrans#H,0,matUtrans#H,1,G@@@@@@,Q@'
#term='order(matsum(0,matUtrans(H,0,matUtrans(C_U,10,matUtrans(adjoint(C_U),10,matUtrans(adjoint(H),0,(adjoint(M0).dot(Q).dot(M0)+(adjoint(M1).dot(Q).dot(M1)))))))),P)'
record={}
path=os.path.join(os.path.abspath(os.curdir),'param.txt')
execfile(path)
for i in range(len(var_type)):
record[i]=var_type[i]
term=term.replace('+mat0','')
term=term.replace('#','(')
term=term.replace('@',')')
term=term.replace('s(C_U','sC(C_U')
term=term.replace('(adjoint(C_U','C(adjoint(C_U')
#extract_record(term)
result=eval(term)
print result==0