Of course. Here is a summary of the video providing a solution to the "3Sum" LeetCode problem.
The problem asks to find all unique triplets in a given array of integers nums that add up to zero.
Initial Approach (Brute-Force): The most straightforward way is to use three nested loops to check every possible combination of three numbers. However, this is inefficient with a time complexity of O(n³) and makes it difficult to handle duplicate triplets.
Optimized Approach: A more efficient solution involves sorting the array first. This allows for a two-pointer technique to solve the problem in O(n²) time.
Sort the Array: Sorting the input array is crucial. It helps in easily skipping duplicate elements and using the two-pointer method effectively.
nums.sort()Iterate and Reduce to Two Sum: Iterate through the sorted array with a single loop. For each element a, the problem is reduced to finding two numbers in the rest of the array that sum up to -a. This is a variation of the "Two Sum" problem.
for i, a in enumerate(nums):
# Skip positive integers that cannot sum to zero with other positive integers
if a > 0:
break
# Skip duplicate values for 'a'
if i > 0 and a == nums[i - 1]:
continueTwo-Pointer Technique: For each element a, use two pointers, l (left) and r (right), for the remainder of the array. The l pointer starts at i + 1, and the r pointer starts at the end of the array.
l, r = i + 1, len(nums) - 1
while l < r:
threeSum = a + nums[l] + nums[r]Adjust Pointers:
threeSum is greater than 0, decrement the r pointer to get a smaller sum.threeSum is less than 0, increment the l pointer to get a larger sum.threeSum is exactly 0, a triplet has been found. Add it to the result list. Then, increment l and continue skipping any subsequent duplicate values to avoid redundant triplets. if threeSum > 0:
r -= 1
elif threeSum < 0:
l += 1
else:
res.append([a, nums[l], nums[r]])
l += 1
r -= 1
while nums[l] == nums[l - 1] and l < r:
l += 1class Solution:
def threeSum(self, nums: list[int]) -> list[list[int]]:
res = []
nums.sort()
for i, a in enumerate(nums):
# Skip positive integers
if a > 0:
break
if i > 0 and a == nums[i - 1]:
continue
l, r = i + 1, len(nums) - 1
while l < r:
threeSum = a + nums[l] + nums[r]
if threeSum > 0:
r -= 1
elif threeSum < 0:
l += 1
else:
res.append([a, nums[l], nums[r]])
l += 1
r -= 1
while l < r and nums[l] == nums[l - 1]:
l += 1
return res