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The P vs NP Problem

#algorithms #complexity-theory #mathematics #logic

Analyze the most critical open problem in theoretical computer science.

Provide a detailed theoretical explanation of the P vs NP problem. Define the classes P and NP formally, explain the concept of polynomial-time reduction and NP-completeness, and discuss the implications of a potential resolution (either P=NP or P≠NP) on cryptography and optimization.