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np-hard-problem

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Universal TSP path improver using the PCH (Position-Candidate-Hypothesis) paradigm. PCH takes ANY TSP path (from ANY algorithm), statistically analyzes it, and synthesizes a shorter path.

  • Updated Aug 24, 2026
  • Rust

a browser app that calculates the precise average and standard deviation of all the choices for the np-complete problems in polynomial time. It treats the problems as a thermal dynamic system and assign probabilities to witnesses using the Boltzmann distribution. The partition function is approximated using the entropy and a Taylor expansion.

  • Updated Aug 26, 2026
  • JavaScript

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