Arithmetic Slices
To solve this coding challenge, we need to identify arithmetic subarrays within a given array of integers and determine how many such subarrays exist. A subarray in this context is a contiguous subsequence of the array.
Explanation
The key idea for solving this problem is to track each contiguous segment of the array that forms an arithmetic sequence. An arithmetic sequence is defined by a constant difference between consecutive elements. For a subarray to be arithmetic, it must contain at least three elements. The approach can be broken down into the following steps:- Initialize Variables :
-
count
-
sum_slices
- Iterate Through the Array :
- Loop through the array starting from the third element because a valid arithmetic subarray must consist of at least three elements.
- Check whether the difference between the current element and the previous element is equal to the difference between the previous element and the one before it.
- Update Counts :
-
If the differences are the same, increment the
count
-
Add
count
sum_slices
-
If the differences do not match, reset
count
- Return Result :
-
Return the accumulated
sum_slices
- Initialize Variables :
- Iterate Through the Array :
- Return Result :
Detailed Steps in Pseudocode
SET count = 0 # To track length of current arithmetic subarray
SET sum_slices = 0 # To store total number of arithmetic subarrays
FOR index FROM 2 TO length_of(nums) - 1 DO
# Check if the subarray ending at this index is arithmetic
IF nums[index] - nums[index - 1] == nums[index - 1] - nums[index - 2] THEN
INCREMENT count
ADD count TO sum_slices
ELSE
SET count = 0 # Reset because current element breaks arithmetic sequence
RETURN sum_slices # Number of arithmetic subarrays found
Pseudocode with Comments
# Initialize counting variables
SET current_arithmetic_segment_count = 0
SET total_number_of_arithmetic_subarrays = 0
# Iterate through the array starting from the third element
FOR index FROM 2 TO length_of(array_nums) - 1 DO
# Check if the difference between current and previous element
# is the same as the difference between previous and the one before
IF array_nums[index] - array_nums[index - 1] == array_nums[index - 1] - array_nums[index - 2] THEN
# Increment the length of the current arithmetic segment
INCREMENT current_arithmetic_segment_count
# Add the count to the total number of arithmetic subarrays
total_number_of_arithmetic_subarrays = total_number_of_arithmetic_subarrays + current_arithmetic_segment_count
ELSE
# If the sequence breaks, reset the current arithmetic segment count
current_arithmetic_segment_count = 0
# Return the total number of arithmetic subarrays found
RETURN total_number_of_arithmetic_subarrays
This pseudocode is designed to carefully track and verify the arithmetic nature of subarrays within the provided integer array, ensuring accurate and efficient counting of valid subarrays. Remember, pseudocode should be converted to an actual programming language for execution but it comprehensively lays out the logical steps needed to solve the problem.