Approach指解决问题或达成目标的具体方法或路径,包括策略、步骤和工具的选择与实施,旨在系统化、高效地实现预期结果。
To solve this problem, we need to find the maximum number of distinct prime factors for any number in the inclusive range [left, right]
. The solution involves iterating through each number in the given range, computing its prime factors, and keeping track of the maximum count of distinct prime factors encountered.
- Problem Analysis: The task is to determine the highest number of distinct prime factors for any number within a specified range. A prime factor is a prime number that divides the given number exactly.
- Key Insight: For each number in the range
[left, right]
, we decompose it into its distinct prime factors. The count of these distinct primes is then compared to find the maximum count across all numbers in the range. - Algorithm Selection:
- Iterate over each number from
left
toright
. - For each number, compute its distinct prime factors by checking divisibility starting from 2 up to the square root of the number.
- Maintain a running maximum of the distinct prime factors count.
- Iterate over each number from
- Complexity Analysis:
- Time Complexity: For each number
n
, the prime factorization takes O(√n) time. In the worst case, processing all numbers fromleft
toright
leads to O((right – left + 1) * √right) time complexity. - Space Complexity: O(1) additional space is used, as we only store counts and temporary variables.
- Time Complexity: For each number
Solution Code
class Solution: def maximumPrimeFactors(self, left: int, right: int) -> int: max_count = 0 for num in range(left, right + 1): count = 0 temp = num factor = 2 while factor * factor <= temp: if temp % factor == 0: count += 1 while temp % factor == 0: temp //= factor factor += 1 if temp > 1: count += 1 if count > max_count: max_count = count return max_count
Explanation
- Initialization: Start with
max_count
set to 0 to keep track of the highest number of distinct prime factors found. - Iterate Through Range: For each number
num
in the range[left, right]
:- Initialize
count
to 0 for the current number. - Use a temporary variable
temp
set tonum
to perform factorization. - Check divisibility starting from
factor = 2
up to √temp
.
- Initialize
- Prime Factorization:
- If
factor
dividestemp
, incrementcount
(indicating a distinct prime factor) and dividetemp
byfactor
until it is no longer divisible. - Move to the next factor.
- If
- Remaining Prime Factor: If after processing all factors up to √
temp
,temp
is greater than 1, it is also a prime factor, so incrementcount
. - Update Maximum: Compare
count
withmax_count
and updatemax_count
ifcount
is greater. - Return Result: After processing all numbers, return
max_count
, which holds the maximum distinct prime factors for any number in the range.
This approach efficiently checks each number in the range, computes its distinct prime factors, and tracks the maximum count encountered, providing the solution to the problem.
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