Algorithm Learning/Big-O Notation

Big-O Notation

Simulation: Linear Line vs Quadratic Area.

EasyBasicsTheory

Definition

Big-O is the "Cost Class" of algorithms.

Key Characteristics

  • O(n): Walking
  • O(n²): Digging Area

Use Cases

Used in these scenarios:

🛡️

Efficiency

Prevent server crash.

Complexity

Time Complexity

Best
O(1)
Average
varies
Worst
O(n!)

Space Complexity

N/A

Understand Deeper with Visualization

See how the algorithm works through step-by-step animations and code execution.

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