RANDOM NUMBERS FALL MAINLY IN THE PLANES

Abstract

Most of the world's computer centers use congruential random number generators. This note points out that such random number generators produce points in 2,3,4,... dimensions which are too regular for many Monte Carlo calculations. The trouble is that the points fall exactly on a lattice with quite a gross structure. The paper gives details of the degree of regularity of such generators in terms of sets of relatively few parallel hyperplanes which contain all of the points produced by the generator.

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Document Details

Document Type
Technical Report
Publication Date
Aug 01, 1968
Accession Number
AD0685578

Entities

People

  • George Marsaglia

Organizations

  • Boeing

Tags

Communities of Interest

  • Air Platforms

DTIC Thesaurus Topics

  • Computers
  • Convex Sets
  • Equations
  • Generators
  • Geometry
  • Integrals
  • Mathematical Analysis
  • Mathematics
  • Notation
  • Random Number Generators
  • Scientific Research
  • Sequences
  • Theorems

Fields of Study

  • Physics

Readers

  • Computer Programming and Software Development.
  • Statistical inference.
  • Theoretical Analysis.