Interval Notation & Algorithmic Complexity

In algebra and computer science analysis, interval notation expresses subsets of real numbers using brackets for inclusive bounds [a, b] and parentheses for exclusive bounds (a, b). When evaluating algorithms, Big-O notation characterizes worst-case time complexity—ranging from constant lookup time O(1) in hash tables to logarithmic search O(log n) in balanced binary trees.