Algorithmsxor optimization

XOR Optimization Patterns

TT
Testlaa Team
May 14, 20261 min read

XOR is self-inverse (x ^ a ^ a == x), which cancels paired updates—great for prefix “toggle” stories and single missing element puzzles.

Try this in Python

from functools import reduce
from operator import xor

nums = [4, 1, 2, 1, 2]
print(reduce(xor, nums))

Key takeaways

  • Associative and commutative—order does not matter in XOR-sum.
  • Duplicate values cancel in pairs.
  • Combine with prefix XOR for paths.

Tags:

Bits & subset DPPythonStudents