Python Bisect: Find a triplet in an array such that the sum is closest to a given number

Last update on December 21 2024 07:24:47 (UTC/GMT +8 hours)

Write a Python program to find a triplet in an array such that the sum is closest to a given number. Return the sum of the three integers.

Sample Solution:

Python Code:

#Source: https://bit.ly/2SRefdb
from bisect import bisect, bisect_left
class Solution:
    def threeSumClosest(self, nums, target):
        """
        :type nums: List[int]
        :type target: int
        :rtype: int
        """
        nums = sorted(nums)
        # Let top[i] be the sum of largest i numbers.
        top = [
            0,
            nums[-1],
            nums[-1] + nums[-2]
        ]
        min_diff = float('inf')
        three_sum = 0
        # Find range of the least number in curr_n (0, 1, 2 or 3)
        # numbers that sum up to curr_target, then find range of 
        # 2nd least number and so on by recursion. 
        def closest(curr_target, curr_n, lo=0):
            if curr_n == 0:
                nonlocal min_diff, three_sum
                if abs(curr_target) < min_diff:
                    min_diff = abs(curr_target)
                    three_sum = target - curr_target
                return

            next_n = curr_n - 1
            max_i = len(nums) - curr_n
            max_i = bisect(
                nums, curr_target // curr_n,
                lo, max_i)
            min_i = bisect_left(
                nums, curr_target - top[next_n],
                lo, max_i) - 1
            min_i = max(min_i, lo)

            for i in range(min_i, max_i + 1): 
                if min_diff == 0:
                    return
                if i == min_i or nums[i] != nums[i - 1]:
                    next_target = curr_target - nums[i]
                    closest(next_target, next_n, i + 1)

        closest(target, 3)
        return three_sum

s = Solution()
nums = [1, 2, 3, 4, 5, -6]
target = 14
result = s.threeSumClosest(nums, target)
print("\nArray values & target value:",nums,"&",target)
print("Sum of the integers closest to target:", result)

nums = [1, 2, 3, 4, -5, -6]
target = 5
result = s.threeSumClosest(nums, target)
print("\nArray values & target value:",nums,"&",target)
print("Sum of the integers closest to target:", result)

Sample Output:

Array values & target value: [1, 2, 3, 4, 5, -6] & 14
Sum of the integers closest to target: 12

Array values & target value: [1, 2, 3, 4, -5, -6] & 5
Sum of the integers closest to target: 6

Flowchart:

Python Code Editor:

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