Hilbert's Nullstellensatz Certificates of Infeasibility for Combinatorial Problems
summary
Models NP problems as polynomial systems and uses Hilbert's Nullstellensatz to produce infeasibility certificates; for independent set the minimum certificate has degree = α(G) and contains one monomial per independent set, so it literally counts all independent sets. For partition the certificate enumerates every partition, the degree is n or n−1 by parity, and the constructed partition matrix has determinant equal to the partition polynomial. Groebner bases work on chordal graphs; three-colorability and perfect-matching certificates show surprising, unresolved growth.
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chapters (15)
- 0:00Introduction
- 0:20Overview
- 2:10System of Polynomials
- 3:39Hilberts Nullstellensatz
- 5:20Measuring Complexity
- 5:51Sample System
- 9:18Investigating the Certificate
- 9:56Partition Problem
- 11:58Proof
- 16:38Cramers Rule
- 17:53Investigating More
- 20:17Encoding
- 21:18Peterson Graph
- 26:06Infinite Family of Graphs
- 30:48Perfect Matching
