English

D-Modules and Holonomic Functions

Algebraic Geometry 2019-12-18 v2 Symbolic Computation

Abstract

In algebraic geometry, one studies the solutions to polynomial equations, or, equivalently, to linear partial differential equations with constant coefficients. These lecture notes address the more general case when the coefficients are polynomials. The letter D stands for the Weyl algebra, and a D-module is a left module over D. We focus on left ideals, or D-ideals. We represent holonomic functions in several variables by the linear differential equations they satisfy. This encoding by a D-ideal is useful for many problems, e.g., in geometry, physics and statistics. We explain how to work with holonomic functions. Applications include volume computations and likelihood inference.

Keywords

Cite

@article{arxiv.1910.01395,
  title  = {D-Modules and Holonomic Functions},
  author = {Anna-Laura Sattelberger and Bernd Sturmfels},
  journal= {arXiv preprint arXiv:1910.01395},
  year   = {2019}
}

Comments

36 pages; smaller corrections and improvements; adapted to the stylefile of the proceedings of the Thematic Einstein Semester on Algebraic Geometry; hints and solutions for solving the problems added

R2 v1 2026-06-23T11:33:35.111Z