Created
March 24, 2012 06:18
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Linear equations Python ver
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#!/usr/bin/python2 | |
class vec(object): | |
def __init__(self, val): | |
self.val = list(val) | |
def __add__(self, other): | |
return vec(a+b for a, b in zip(self.val, other.val)) | |
def __sub__(self, other): | |
return vec(a-b for a, b, in zip(self.val, other.val)) | |
def __mul__(self, other): | |
return vec(a*other for a in self.val) | |
def __div__(self, other): | |
return vec(a*1.0/other for a in self.val) | |
def __getitem__(self, i): | |
return self.val[i] | |
def __setitem__(self, i, v): | |
self.val[i] = v | |
def __repr__(self): | |
return 'vec(%s)' % repr(self.val) | |
print 'Input n of unknowns:', | |
n = int(raw_input()) | |
mat = [] | |
print 'Input coefficients:' | |
for i in xrange(n): | |
mat.append(vec( | |
float(raw_input()) for j in range(n+1) | |
)) | |
# begin | |
for i in range(n): | |
if not mat[i][i]: # if cur coef is 0 | |
for j in range(i+1, n): | |
if mat[j][i]: # if some other is not | |
mat[i], mat[j] = mat[j], mat[i] # swap them | |
break | |
else: | |
continue # all the coefs are 0 | |
co = mat[i][i] | |
mat[i] /= co | |
for j in range(i+1, n): | |
mat[j] -= mat[i] * mat[j][i] | |
for i in reversed(range(n)): | |
val = mat[i].val | |
if not any(val[:-1]): # coef all zero | |
if val[-1]: # but b is not?! | |
raise Exception('No solution!') | |
else: | |
rank = i + 1 | |
break | |
print rank | |
for i in range(1, rank): | |
for j in range(i): | |
mat[j] -= mat[i] * mat[j][i] | |
print '(%s)' % ', '.join(str(mat[i][n]) for i in range(n)), | |
for i in range(n - rank): | |
line = [-mat[j][rank+i] for j in range(rank)] | |
v1 = [0] * (n-rank) | |
v1[i] = 1 | |
line.extend(v1) | |
print '+ c%d * (%s)' % (i+1, ', '.join(str(v) for v in line)), |
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