Memory Constrained Algorithm Optimization Questions

Solve algorithmic problems with explicit memory constraints, common in embedded systems. Practice optimizing space complexity from O(n) to O(1) or O(log n). Understand in-place algorithms, bit manipulation for compact representations, and trade-offs between time and space. Be comfortable with fixed-size buffers, circular buffers, and memory pool patterns.