Quaternary splitting algorithm in group testing

被引:0
|
作者
Jinn Lu
Hung-Lin Fu
机构
[1] National Chiao Tung University,Department of Applied Mathematics
来源
Journal of Combinatorial Optimization | 2021年 / 41卷
关键词
Group testing; Adaptive algorithm; Quaternary splitting;
D O I
暂无
中图分类号
学科分类号
摘要
In Classical group testing, one is given a population of n items N which contains some defective d items inside. A group test (pool) is a test on a subset of N. Under the circumstance of no errors, a test is negative if the testing pool contains no defective items and the test is positive if the testing pool contains at least one defective item but we don’t know which one. The goal is to find all defectives by using as less tests as possible, mainly to minimize the number of tests (in the worst case situation). Let M(d, n) denote the minimum number of tests in the worst case situation where |N|=n\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$|N|=n$$\end{document} and d is the number of defectives. In this paper, we focus on estimating M(d, n) and obtain a better result than known ones in various cases of d and n.
引用
收藏
页码:73 / 79
页数:6
相关论文
共 50 条
  • [31] Nested Group Testing Procedure
    Wenjun Xiong
    Juan Ding
    Wei Zhang
    Aiyi Liu
    Qizhai Li
    Communications in Mathematics and Statistics, 2023, 11 : 663 - 693
  • [32] Group Testing With Nested Pools
    Armendariz, Ines
    Ferrari, Pablo A.
    Fraiman, Daniel
    Mario Martinez, Jose
    Ponce Dawson, Silvina
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2022, 68 (02) : 1119 - 1132
  • [33] Group testing for image compression
    Hong, ES
    Ladner, RE
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2002, 11 (08) : 901 - 911
  • [34] Individual Testing Is Optimal for Nonadaptive Group Testing in the Linear Regime
    Aldridge, Matthew
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2019, 65 (04) : 2058 - 2061
  • [35] Group testing procedures with incomplete identification and unreliable testing results
    Bar-Lev, Shaul K.
    Stadje, Wolfgang
    van der duyn Schouten, Frank A.
    APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2006, 22 (03) : 281 - 296
  • [36] Estimating the Number of Defectives with Group Testing
    Falahatgar, Moein
    Jafarpour, Ashkan
    Orlitsky, Alon
    Pichapati, Venkatadheeraj
    Suresh, Ananda Theertha
    2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 2016, : 1376 - 1380
  • [37] Probabilistic existence theorems in group testing
    Zhigljavsky, A
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2003, 115 (01) : 1 - 43
  • [38] Group testing problem with two defectives
    C. Deppe
    V. S. Lebedev
    Problems of Information Transmission, 2013, 49 : 375 - 381
  • [39] Nearly Optimal Sparse Group Testing
    Gandikota, Venkata
    Grigorescu, Elena
    Jaggi, Sidharth
    Zhou, Samson
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2019, 65 (05) : 2760 - 2773
  • [40] Improved algorithms for group testing with inhibitors
    De Bonis, A
    Vaccaro, U
    INFORMATION PROCESSING LETTERS, 1998, 67 (02) : 57 - 64