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June 16, 2017 04:22
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It takes a list of cake type tuples and a weight capacity, it returns the maximum monetary value the duffel bag can hold.
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#!/usr/bin/env python3 | |
# The function maxDuffleBagValue() takes a list of cake type tuples | |
# and a weight capacity, it returns the maximum monetary value | |
# the duffel bag can hold. | |
# | |
# items are formated are formated as (weight, value) | |
# cap is the weight capacity | |
# isUnique indicates if there are multiple of the same item | |
def maxDuffleBagValue(items, cap, isUnique): | |
maxValues = [] | |
# Initilize the matrix to be all zeros | |
for i in range(0, len(items)+1): | |
row = [] | |
for j in range(0, cap+1): | |
row.append(0) | |
maxValues.append(row) | |
for i in range(1, len(items)+1): | |
weight, value = items[i-1] | |
for j in range(1, cap+1): | |
# New item is within the current weight limit | |
if weight <= j: | |
# Each item is unique | |
if isUnique: | |
newValue = value + maxValues[i-1][j-weight] | |
# You can have multiple of the same item | |
# search for the max value of remaning weight in the same row | |
else: | |
newValue = value + maxValues[i][j-weight] | |
maxValues[i][j] = max( | |
maxValues[i-1][j], | |
newValue | |
) | |
# New item is more than the current weight limit | |
else: | |
maxValues[i][j] = maxValues[i-1][j] | |
return maxValues[len(items)][cap] | |
print('Case 1:') | |
cake_tuples = [(7, 160), (3, 90), (2, 15)] | |
capacity = 20 | |
maxValue = maxDuffleBagValue(cake_tuples, capacity, isUnique=False) | |
print(maxValue) | |
# returns 555 (6 of the middle type of cake and 1 of the last type of cake) | |
print('Case 2:') | |
cake_tuples = [(1, 1500), (4, 3000), (3, 2000)] | |
capacity = 4 | |
maxValue = maxDuffleBagValue(cake_tuples, capacity, isUnique=True) | |
print(maxValue) | |
# returns 3500 (the first cake and the last cake) |
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