From 83c104e839c158c3e84e567c38f5d30a4224e832 Mon Sep 17 00:00:00 2001 From: Du YuanChao Date: Fri, 18 Oct 2019 12:20:36 +0800 Subject: [PATCH] Divide and Conquer (#1308) Thanks for your persistence! --- maths/find_max_recursion.py | 25 +++++++++++++++++++++++++ maths/find_min_recursion.py | 25 +++++++++++++++++++++++++ 2 files changed, 50 insertions(+) create mode 100644 maths/find_max_recursion.py create mode 100644 maths/find_min_recursion.py diff --git a/maths/find_max_recursion.py b/maths/find_max_recursion.py new file mode 100644 index 000000000..fc10ecf37 --- /dev/null +++ b/maths/find_max_recursion.py @@ -0,0 +1,25 @@ +# Divide and Conquer algorithm +def find_max(nums, left, right): + """ + find max value in list + :param nums: contains elements + :param left: index of first element + :param right: index of last element + :return: max in nums + + >>> nums = [1, 3, 5, 7, 9, 2, 4, 6, 8, 10] + >>> find_max(nums, 0, len(nums) - 1) == max(nums) + True + """ + if left == right: + return nums[left] + mid = (left + right) >> 1 # the middle + left_max = find_max(nums, left, mid) # find max in range[left, mid] + right_max = find_max(nums, mid + 1, right) # find max in range[mid + 1, right] + + return left_max if left_max >= right_max else right_max + + +if __name__ == "__main__": + nums = [1, 3, 5, 7, 9, 2, 4, 6, 8, 10] + assert find_max(nums, 0, len(nums) - 1) == 10 diff --git a/maths/find_min_recursion.py b/maths/find_min_recursion.py new file mode 100644 index 000000000..4488967cc --- /dev/null +++ b/maths/find_min_recursion.py @@ -0,0 +1,25 @@ +# Divide and Conquer algorithm +def find_min(nums, left, right): + """ + find min value in list + :param nums: contains elements + :param left: index of first element + :param right: index of last element + :return: min in nums + + >>> nums = [1, 3, 5, 7, 9, 2, 4, 6, 8, 10] + >>> find_min(nums, 0, len(nums) - 1) == min(nums) + True + """ + if left == right: + return nums[left] + mid = (left + right) >> 1 # the middle + left_min = find_min(nums, left, mid) # find min in range[left, mid] + right_min = find_min(nums, mid + 1, right) # find min in range[mid + 1, right] + + return left_min if left_min <= right_min else right_min + + +if __name__ == "__main__": + nums = [1, 3, 5, 7, 9, 2, 4, 6, 8, 10] + assert find_min(nums, 0, len(nums) - 1) == 1