def runDenominationsTimeCollect():
V = [1, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31, 37, 41, 43, 47, 53, 59, 61, 67, 71, 73, 79, 83, 89, 97, 101, 103]
dataOut = []
k = 0
for j in list(range(3, len(V)+1)):
print("Size of v: " + str(j))
Vcurrent = V[:j]
A = 100
dataOut.append([])
dataOut[k].append(len(Vcurrent))
dataOut[k].append(A)
sumGreedy = 0
sumDP = 0
sumSlow = 0
for i in range(10):
print(i)
start = clock()
changegreedy(Vcurrent, A)
sumGreedy += clock() - start
start = clock()
changedp(Vcurrent, A)
sumDP += clock() - start
if(A <= 110 and len(Vcurrent) < 16):
start = clock()
changeslow(Vcurrent, A)
sumSlow += clock() - start
sumGreedy = sumGreedy / 10
sumDP = sumDP / 10
sumSlow = sumSlow / 10
dataOut[k].append(sumGreedy)
dataOut[k].append(sumDP)
dataOut[k].append(sumSlow)
k += 1
of = open('VtoTime.csv', "w")
# set delimiter as Excel delimiter
writer = csv.writer(of)
# place arrays in CSV file
writer.writerow(["V", "A", "Greedy", "DP", "Slow"])
writer.writerows(dataOut)
of.close()
print ("File Output to CSV")
def runProblemsFromFile(inputFile):
f = open(inputFile + ".txt", "r")
array = []
i = 0
for line in f:
if "\r" in line:
index = line.index("\r")
line = line[0:index]
if i % 2 == 0:
try:
temp = ast.literal_eval(line)
if len(temp) > 0:
array.append(temp)
except:
print("Failed to read line in file: " + line)
else:
try:
array.append(int(line))
except:
print("Failed to read line in file: " + line)
i +=1
f.close()
print(array)
output = open(inputFile + "change.txt", "w")
if len(array) % 2 == 1:
array = array[:len(array) - 1]
for i in range(0, len(array), 2):
if array[i + 1] > 150 or len(array[i]) > 10:
output.write("Time required to solve with brute force is too great\n"
"thus this case was skipped for the brute force algorithm")
else:
coins, slowCoinsUsed = changeslow(array[i], array[i + 1])
output.write(str(slowCoinsUsed) + "\n")
output.write(str(coins) + "\n")
#Run greedy algorithm
numCoinsGreedy, coinsGreedy = changegreedy(array[i], array[i+1])
coinsGreedy = stringTrimmer(str(coinsGreedy))
output.write(coinsGreedy + "\n")
output.write(str(numCoinsGreedy) + "\n")
#Run dpAlgorithm
numCoinsDP, coinsDP = changedp(array[i], array[i+1])
coinsDP = stringTrimmer(str(coinsDP))
output.write(coinsDP + "\n")
output.write(str(numCoinsDP) + "\n")
output.close()
def _minCoinDataHelper(V, start, stop, step, fileName): problem = [] for i in range(int((stop - start)/step) + 1): print(i) numCoinsGreedy, coinsGreedy = changegreedy(V, i * step + start) numCoinsDP, coinsDP = changedp(V, i * step + start) problem.append([]) problem[i].append(i * step + start) problem[i].append(numCoinsGreedy) problem[i].append(numCoinsDP) #Write time data to file of = open(fileName, "w") # set delimiter as Excel delimiter writer = csv.writer(of) # place arrays in CSV file writer.writerow(["A","Greedy","DP"]) writer.writerows(problem) of.close()
def runTimeDataCollect():
#repeatMeasurements = 10
#AForSlow = [10, 17, 25, 37, 50, 67, 75, 89, 100, 113, 125, 150]
#AForSlow = list(itertools.chain.from_iterable(itertools.repeat(x,repeatMeasurements) for x in AForSlow))
#AForGreedy = list(range(1,20001))
#AForGreedy = [200, 350, 500, 650, 800, 1000, 2000, 3000, 6000, 10000, 20000, 50000]
#AForGreedy = list(itertools.chain.from_iterable(itertools.repeat(x,repeatMeasurements) for x in AForGreedy))
#AForDP = [200, 350, 500, 650, 800, 1000, 2000, 3000, 6000, 10000, 20000, 50000 ]
#AForDP = list(range(1,20001))
#AForDP = list(itertools.chain.from_iterable(itertools.repeat(x,repeatMeasurements) for x in AForDP))
AForAll = list(range(1,2000))
timeForSlow = []
timeForGreedy = []
timeForDP = []
dataOut = []
print("Collecting data for problem #7.")
VFour = [1, 5, 7, 13, 17, 23, 31, 41, 47, 59]
for i in list(range(len(AForAll))):
print(i)
dataOut.append([])
dataOut[i].append(AForAll[i])
start = clock()
changegreedy(VFour, AForAll[i])
dataOut[i].append(clock() - start)
start = clock()
changedp(VFour, AForAll[i])
dataOut[i].append(clock() - start)
if(AForAll[i] <= 150 ):
start = clock()
changeslow(VFour, AForAll[i])
dataOut[i].append(clock() - start)
#print("Running Brute Force Algorithm")
#for i in range(len(AForSlow)):
# print(i)
# start = clock()
# changeslow(VFour, AForSlow[i])
# timeForSlow.append(clock() - start)
#print("Running Greedy Algorithm")
#print(AForGreedy)
#for i in range(len(AForGreedy)):
# print(i)
# start = clock()
# changegreedy(VFour, AForGreedy[i])
# timeForGreedy.append(clock() - start)
#print("Running DP Algorithm")
#for i in range(len(AForDP)):
# print(i)
# start = clock()
# changedp(VFour, AForDP[i])
# timeForDP.append(clock() - start)
#Write time data to file
of = open('runTime.csv', "w")
# set delimiter as Excel delimiter
writer = csv.writer(of)
# place arrays in CSV file
#writer.writerow("Slow")
#writer.writerow(AForSlow)
#writer.writerow(timeForSlow)
#writer.writerow("Greedy")
#writer.writerow(AForGreedy)
#writer.writerow(timeForGreedy)
#writer.writerow("DP")
#writer.writerow(AForDP)
#writer.writerow(timeForDP)
#writer.writerow("Coins used")
#writer.writerow(VFour)
writer.writerow(["A", "Greedy", "DP", "Slow"])
writer.writerows(dataOut)
of.close()
print ("File Output to CSV")
