POSITIVE-DEFINITE MATRICES AND THEIR APPLICATIONS TO THE PROBLEMS OF INTERNATIONAL MATHEMATICAL OLYMPIADS
Keywords:
symmetric real matrix, Hermitan matrix, positive-definite, positive-semidefinite, negative-definite, negative-semidefinite, Gauss’ Theorem, Gram matrix, Euclidean space, diagonalizable, skew-symmetric matrix, eigenvaluesAbstract
This article reflected on positive and negative defined matrices. Suitable definitions were given for such matrices. Theorem about the general appearance positive-definite matrices is given with its proof. The connection between a Gram Matrix and a positively defined matrix is also given. Solutions to complex Olympic problems are given. At the end of the article, enough problems are given to work independently.
References
1] Titu Andreescu, Essential Linear Algebra with Applications, A Problem-Solving Approach, Springer Science+Business Media New York, 2014.
[2] MV Alba-Fernández, Apostolos Batsidis, María-Dolores Jiménez-Gamero, and Pedro Jodrá. A class of tests for the two-sample problem for count data. Journal of Computational and Applied Mathematics, 318:220–229, 2017.
[3] Gustav Alfelt, Taras Bodnar, and Joanna Tyrcha. Goodness-of-fit tests for centralized Wishart processes. Communications in Statistics-Theory and Methods, 49(20):5060–5090, 2020.
[4] Shanshan Ding and R Dennis Cook. Matrix variate regressions and envelope models. Journal of the Royal Statistical Society Series B: Statistical Methodology, 80(2):387–408, 2018.
[5] Xu B, Xiao M Ch, Zhou J R, (2008)Analysis of Exam Questions and Countermeasures for Graduate School Entrance Examination, Higher Education Press, Bei jing
[6] Department of Mathematics, Tongji University, (2019) Linear Algebra, 6th edition, Higher Education Press, Bei jing .
[7] Wan Y, Zhang H, "Proofing Method of Positive Definite Matrix", Journal of Jiamusi Vocational College, No. 8, 2015, pp .286. [5] Waclaw Sierpiński. Elementary Theory of Numbers. PWN, Warsaw, 1964.
[8] Tang J F,(2016), Lecture Notes for Linear Algebra, China Atomic Energy Press.
[9] Wolfgang Fruehwirt, Leonhard Hochfilzer, Leonard Weydemann, and Stephen Roberts. Cumulation, crash, coherency: A cryptocurrency bubble wavelet analysis. Finance Research Letters, 40:101668, 2021.
[10] Marija Cuparic, Bojana Miloševi ´ c, and Marko Obradovi ´ c. New consistent exponentiality tests based on V- ´ empirical Laplace transforms with comparison of efficiencies. Revista de la Real Academia de Ciencias Exactas, Físicas y Naturales. Serie A. Matemáticas, 116(1):42, 2022.
[11] Markus Bibinger, Nikolaus Hautsch, Peter Malec, and Markus Reiss. Estimating the spot covariation of asset prices—statistical theory and empirical evidence. Journal of Business & Economic Statistics, 37(3):419–435, 2019.
[12] www.aops.com internet sayti.
[13] https://math.stackexchange.com/ internet sayti.
[14] http://www.imc-math.uk/ internet sayti.
[15] https://math-olymp.rudn.ru/ internet sayti.
[16] https://iuhd.edu.tm/competition/83 internet sahifasi.
[17] https://www.researchgate.net internet sayti.