anr-index

This repository contains software developped in the ANR project INDEX.

Content

• Incremental construction of designs that greedily maximize the criterion I_B,q in the paper "Incremental space-filling design based on coverings and spacings: improving upon low discrepancy sequences", by Nogales-Gómez, Pronzato and Rendas, submitted to the Journal of Statistical Theory and Practice (2021):
  • rungreedy_cdf.m
  • computei_a.m
  • greedy_cdf.m
  • lazy_greedy_cdf.m
• Construction of coffee-house designs and edgephobe coffee-house designs in the same paper:
  • coffee_house.m
• Calculation of the covering radius and covering alpha-quantile of a given design (finite approximation):
  • covering_radius.m
  • covering_quantile.m
• Graphic output:
  • numlabelplot.m

Authors

Luc Pronzato & Maria João Rendas

Licence

Copyright 2021 CNRS

This software is distributed under the "simplified BSD" (BSD-2-Clause) license, see LICENSE for details.