Stack Applications and Patterns Resource - aloalgo

Stack Applications and Patterns

Stacks are useful whenever you need to track "the most recent" item or reverse the order of operations. Here are the most common patterns you'll encounter in interviews.

Pattern 1: Matching Parentheses

The classic stack problem: check if brackets are properly matched and nested. Push opening brackets, pop when you see closing brackets.

Pattern 2: Evaluate Expressions

Stacks are essential for evaluating mathematical expressions. Reverse Polish Notation (postfix) is especially clean with a stack.
For infix expressions (normal notation), use two stacks: one for operators and one for operands.

Pattern 3: Reversing

Stacks naturally reverse order since LIFO means first-in is last-out.

Pattern 4: Next Greater Element

Find the next element that is greater than the current one. This uses a monotonic decreasing stack.
Similarly, you can find the previous greater element by iterating from right to left, or find smaller elements by reversing the comparison.

Pattern 5: DFS Using Stack

Depth-first search can be implemented iteratively using an explicit stack instead of recursion. This avoids stack overflow for deep graphs.

Pattern 6: Min Stack

Design a stack that supports push, pop, and getMin all in O(1). The trick is to maintain a second stack that tracks the minimum at each level.

Pattern 7: Decode String

Use a stack to handle nested patterns like "3[a2[c]]" → "accaccacc".

Pattern 8: Daily Temperatures

Given daily temperatures, find how many days until a warmer day. This is a variation of "next greater element".

Common Interview Tips

  1. Always check if stack is empty: Before calling pop() or accessing the top, verify the stack isn't empty.
  2. Think about what to store: Sometimes you store values, sometimes indices, sometimes tuples of (value, extra_info).
  3. Monotonic stacks: For "next greater/smaller" problems, maintain a stack in sorted order.
  4. Nested structures: When you see brackets or nested patterns, think stack immediately.
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