Complexity Analysis and Optimization

State Count Calculation

Transition Cost Analysis

Recurrence Relation Complexity

Amortized Analysis Techniques

Memory Usage Patterns

Stack Space Considerations

Cache Size Requirements

Optimization Trade-offs

Algorithm Selection Criteria

Implementation Optimizations

Memory Access Patterns

Parallelization Opportunities