A SAT Solver and Computer Algebra Attack on the Minimum Kochen-Specker Problem (Student Abstract)

Authors

  • Zhengyu Li Georgia Institute of Technology
  • Curtis Bright University of Windsor
  • Vijay Ganesh Georgia Institute of Technology

DOI:

https://doi.org/10.1609/aaai.v38i21.30472

Keywords:

Automated Reasoning, Constraint Satisfaction, Logic, Scientific Discovery, Search

Abstract

The problem of finding the minimum three-dimensional Kochen–Specker (KS) vector system, an important problem in quantum foundations, has remained open for over 55 years. We present a new method to address this problem based on a combination of a Boolean satisfiability (SAT) solver and a computer algebra system (CAS). Our approach improved the lower bound on the size of a KS system from 22 to 24. More importantly, we provide the first computer-verifiable proof certificate of a lower bound to the KS problem with a proof size of 41.6 TiB for order 23. The efficiency is due to the powerful combination of SAT solvers and CAS-based orderly generation.

Published

2024-03-24

How to Cite

Li, Z., Bright, C., & Ganesh, V. (2024). A SAT Solver and Computer Algebra Attack on the Minimum Kochen-Specker Problem (Student Abstract). Proceedings of the AAAI Conference on Artificial Intelligence, 38(21), 23559-23560. https://doi.org/10.1609/aaai.v38i21.30472