Optimal volume subintervals with k points and star discrepancy via integer programming

Autor: Eric Thiémard
Rok vydání: 2001
Předmět:
Zdroj: Mathematical Methods of Operations Research (ZOR). 54:21-45
ISSN: 1432-5217
1432-2994
DOI: 10.1007/s001860100141
Popis: Given n points in the s-dimensional unit cube, we consider the problem of finding a subinterval of minimum or maximum volume that contains exactly k of the n points. We give integer programming formulations of these problems and techniques to tackle their resolution. These optimal volume problems are used in an algorithm to compute the star discrepancy of n points in the s-dimensional unit cube. We propose an ultimately convergent strategy that gradually reduces the size of an interval containing this value. Results of some star discrepancy experiments and an empirical study of the computation time of the method are presented.
Databáze: OpenAIRE