Constant Space O1
Constant Space Complexity
Constant space complexity is common in algorithms that use a fixed number of variables or operate in-place on the input data without needing extra memory for structures like arrays or lists.
Key Characteristics
In an algorithm with
- Memory usage remains constant, regardless of the size of the input.
- The algorithm typically only requires a fixed number of variables or performs operations in-place on the input.
In an algorithm with
Code Example: Swapping Two Variables
The following function swaps two variables without using additional memory, demonstrating an algorithm with
class Solution {
public int[] swap(int a, int b) {
// Swapping without a temporary variable
a = a + b;
b = a - b;
a = a - b;
return new int[] { a, b };
}
public static void main(String[] args) {
int a = 5, b = 10; // Example values
Solution solution = new Solution();
int[] swappedValues = solution.swap(a, b);
System.out.println(
"Swapped values: a = " + swappedValues[0] + ", b = " + swappedValues[1]
);
}
}
- Explanation:
- The
swapfunction swaps the values ofaandbusing arithmetic operations instead of an extra variable. - This function only requires the memory for
aandb, regardless of their values, so it usesspace.
- The
Examples of operations
- Accessing Array Elements: Retrieving a specific element in an array by index doesn’t require additional memory.
- Updating a Single Variable: Modifying a counter or assigning a value to a variable requires constant space.
- In-Place Operations: Algorithms that modify data directly in the input array without using extra memory (e.g., reversing an array in place) use
space.
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