Sorting algorithm
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A sorting algorithm is a method or procedure used to arrange the elements of a list or array in a particular order, such as ascending or descending. Sorting is a fundamental operation in computer science and is used to organize data, making it easier to search, process, or analyze.
Common Types of Sorting Algorithms:
- Bubble Sort: Repeatedly swaps adjacent elements if they are in the wrong order.
- Selection Sort: Selects the smallest (or largest) element from the unsorted part and places it in its correct position.
- Insertion Sort: Builds the sorted array by inserting each element into its proper place within the sorted portion.
- Merge Sort: Divides the list into two halves, sorts them, and then merges them back together.
- Quick Sort: Divides the list based on a pivot element, then sorts the sublists recursively.
- Heap Sort: Converts the list into a heap, then repeatedly extracts the maximum element to get a sorted array.
Importance of Sorting:
- Efficiency: Searching and processing are faster when data is sorted.
- Organization: Helps in organizing large datasets for analysis and reporting.
- Problem Solving: Used in algorithms like binary search, which require sorted data.
Sorting algorithms are evaluated based on factors like time complexity (how fast they run) and space complexity (how much memory they use).