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November 27, 2015 00:45
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Exhaustive search algorithm that given a list of numbers L tries to find the set M of L with the least cardinality (lowest number of elements) that when added together the result lies within a percent error C of a goal number G, according to the following inequality: (C-1)*G < Sigma(M) < (C+1)*G
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def r(m, g, l, d, u, j): | |
# print "r iteration: "+str(d) | |
if d == len(l)+10: | |
return False | |
mS = sum(m) | |
mL = len(m) | |
if mS == g: | |
return m | |
if mS < g*(1.0+j) and mS > g*(1.0-j): | |
return m | |
else: | |
for ll in l: | |
mT = m[:] | |
mT.append(ll) | |
mTS = sum(mT) | |
# print mT | |
if mTS == g: | |
return mT | |
if mTS < g*(1.0+j) and mTS > g*(1.0-j): | |
return mT | |
# print "mL: "+str(mL)+", U: "+str(u) | |
if (mL > u): | |
return False | |
# Nothing so far try a deeper recursion level | |
for ll in l: | |
# print "NOT GOING DEEPER" | |
mT = m[:] | |
mT.append(ll) | |
rT = r(mT, g, l, d+1, u, j) | |
if rT == False: | |
continue | |
else: | |
return rT | |
# Now that nothing happened try another level of deepness | |
if mL == u and u > 1: | |
return False | |
for ll in l: | |
# print " GOING DEEPER" | |
mT = m[:] | |
mT.append(ll) | |
rT = r(mT, g, l, d+1, u+1, j) | |
if rT == False: | |
continue | |
else: | |
return rT | |
def executePermutations(goal, list_of_numbers, accuracy): | |
return r([0], goal, list_of_numbers, 0, 1, accuracy) | |
l = [-262.05, 1, -197.66, -197.66, -197.66, -165.04, -130.49, -130.49, -130.49, -130.49, -125.75, -104.14, -79.98, -78.79, -78.79, -78.79, -69.56, -63.03, -47.13, -45.84, -36.85, -35.1, -34.28, -30.84, -28.46, -25.53, -25.3, -25, -24.34, -21.91, -21.15, -18.9, -18.07, -16.8, -15.96, -14.78, -14.66, -14.48, -14.23, -12.5, -10.77, -10.6, -10.6, -10.6, -10.37, -10.37, -9.24, -8.97, -8.7, -8.7, -7.87, -7.6, -7.29, -7.25, -7.24, -7.12, -5.35, -5.35, -4.25, -4.2, -4, -3.5, -3, -3, -2.9, -2.75, -2.74, -2, -1.84, -0.75, -0.5, 121.04, 130.49, 130.49, 130.49, 139.12, 184.12, 197.66, 433.26, 1] | |
g = 211.10 | |
# l = [0,2,3,4] | |
# g = 9 | |
result = executePermutations(g, l, 0.06) |
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