Guest column: algebraic construction of projection PCPs

  • Authors:
  • Dana Moshkovitz

  • Affiliations:
  • MIT

  • Venue:
  • ACM SIGACT News
  • Year:
  • 2012

Quantified Score

Hi-index 0.00

Visualization

Abstract

In a projection PCP, also known as Label-Cover, the verifier makes two queries to the proof, and the answer to the first query determines at most one satisfying answer to the second query. Projection PCPs with low error probability are the basis of most NP-hardness of approximation results known today. In this essay we outline a construction of a projection PCP with low error and low blow-up. This yields sharp approximation thresholds and tight time lower bounds for approximation of a variety of problems, under an assumption on the time required for solving certain NP-hard problems exactly. The approach of the construction is algebraic, and it includes components such as low error, randomness-efficient low degree testing and composition of projection PCPs.