|
English
|
正體中文
|
简体中文
|
Post-Print筆數 : 27 |
Items with full text/Total items : 113656/144643 (79%)
Visitors : 51716575
Online Users : 614
|
|
|
Loading...
|
Please use this identifier to cite or link to this item:
https://nccur.lib.nccu.edu.tw/handle/140.119/76547
|
Title: | On-line algorithms for computing mean and variance of interval data, and their use in intelligent systems |
Authors: | Kreinovich, V. 吳柏林 Wu, Berlin Nguyen, H.T. |
Contributors: | 應數系 |
Keywords: | Algorithms;Data processing;Data reduction;Intelligent systems;Online systems;Statistical process control;Interval data;Mean;On-line data processing;Variance;Computation theory |
Date: | 2007-08 |
Issue Date: | 2015-07-13 17:11:26 (UTC+8) |
Abstract: | When we have only interval ranges [under(x, {combining low line})i, over(xi, -)] of sample values x1, ..., xn, what is the interval [under(V, {combining low line}), over(V, -)] of possible values for the variance V of these values? There are quadratic time algorithms for computing the exact lower bound V on the variance of interval data, and for computing over(V, -) under reasonable easily verifiable conditions. The problem is that in real life, we often make additional measurements. In traditional statistics, if we have a new measurement result, we can modify the value of variance in constant time. In contrast, previously known algorithms for processing interval data required that, once a new data point is added, we start from the very beginning. In this paper, we describe new algorithms for statistical processing of interval data, algorithms in which adding a data point requires only O(n) computational steps. © 2006 Elsevier Inc. All rights reserved. |
Relation: | Information Sciences, 177(16), 3228-3238 |
Data Type: | article |
DOI 連結: | http://dx.doi.org/10.1016/j.ins.2006.11.007 |
DOI: | 10.1016/j.ins.2006.11.007 |
Appears in Collections: | [應用數學系] 期刊論文
|
Files in This Item:
File |
Description |
Size | Format | |
3228-3238.pdf | | 185Kb | Adobe PDF2 | 758 | View/Open |
|
All items in 政大典藏 are protected by copyright, with all rights reserved.
|
著作權政策宣告 Copyright Announcement1.本網站之數位內容為國立政治大學所收錄之機構典藏,無償提供學術研究與公眾教育等公益性使用,惟仍請適度,合理使用本網站之內容,以尊重著作權人之權益。商業上之利用,則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.
2.本網站之製作,已盡力防止侵害著作權人之權益,如仍發現本網站之數位內容有侵害著作權人權益情事者,請權利人通知本網站維護人員(
nccur@nccu.edu.tw),維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(
nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.