tvl-depot/data_structures_and_algorithms/knapsack-0-1.py
William Carroll 5c9079a410 Splice ./universe directory into ./
Manually merging:
- README.md: I added the description from universe/README.md into the heading of
  dotfiles/README.md.
- .envrc: dotfiles/.envrc was a superset of universe/.envrc
- .gitignore: Adding some of the ignored patterns from universe/.gitignore to
  dotfiles/.gitignore

Everything else here should be a simple rename.
2020-01-29 14:43:20 +00:00

38 lines
1.2 KiB
Python

import unittest
from math import floor
def knapify(xs, capacity=None):
assert capacity is not None
n = len(xs)
# For 0/1 Knapsack, we must use a table, since this will encode which values
# work for which items. This is cleaner than including a separate data
# structure to capture it.
maxes = [[0 for x in range(capacity + 1)] for x in range(n + 1)]
# Build table maxes[][] in bottom up manner
for row in range(n + 1):
for col in range(capacity + 1):
if row == 0 or col == 0:
maxes[row][col] = 0
elif xs[row - 1][0] <= col:
maxes[row][col] = max(
xs[row - 1][1] + maxes[row - 1][col - xs[row - 1][0]],
maxes[row - 1][col])
else:
maxes[row][col] = maxes[row - 1][col]
return maxes[-1][capacity]
################################################################################
# Tests
################################################################################
class Test(unittest.TestCase):
def test_one_cake(self):
actual = knapify([(3, 10), (2, 15), (7, 2), (12, 20)], capacity=12)
expected = None
self.assertEqual(actual, expected)
unittest.main(verbosity=2)