Interval linear algebra-A new perspective

被引:1
|
作者
Surya, S. Hema [1 ]
Nirmala, T. [1 ]
Ganesan, K. [1 ]
机构
[1] SRM Inst Sci & Technol, Coll Engn & Technol, Dept Math, Chennai 603203, Tamil Nadu, India
关键词
Interval; Interval matrix; Equivalance relation; Eigenvalues; Eigenvectors; Canonical forms; COMPUTING EIGENVALUE BOUNDS; ERROR-BOUNDS;
D O I
10.1016/j.jksus.2022.102502
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The purpose of this article is to put the concept of interval linear algebra on a sound algebraic setting, by judiciously defining a Field and a Vector Space over a field involving equivalence classes. Classifying mathematical objects by bringing them into canonical forms, is an important subject of study in every branch of Mathematics. The concepts of eigenvalues and eigenvectors are used in several fields including machine learning, quantum computing, communication system design, construction design, electrical and mechanical engineering etc. The study of interval matrices leads to canonical forms of interval matri-ces, which will help us classify and study interval matrices more effectively and more easily.& COPY; 2022 The Author(s). Published by Elsevier B.V. on behalf of King Saud University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
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页数:8
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