Partial derivatives in arithmetic complexity and beyond

By Xi Chen*, Neeraj Kayal, Avi Wigderson

*Corresponding author for this work

Research output: Contribution to journalReview articlepeer-review

46 Scopus citations

Abstract

How complex is a given multivariate polynomial? The main point of this survey is that one can learn a great deal about the structure and complexity of polynomials by studying (some of) their partial derivatives. The bulk of the survey shows that partial derivatives provide essential ingredients in proving both upper and lower bounds for computing polynomials by a variety of natural arithmetic models. We will also see applications which go beyond computational complexity, where partial derivatives provide a wealth of structural information about polynomials (including their number of roots, reducibility and internal symmetries), and help us solve various number theoretic, geometric, and combinatorial problems.

Original languageEnglish
Pages (from-to)1-138
Number of pages138
JournalFoundations and Trends in Theoretical Computer Science
Volume6
Issue number1-2
DOIs
StatePublished - 2010
Externally publishedYes

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