© 2017 Xiaoyang Ma et al., published by De Gruyter Open. This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivs 3.0 License. Spec. Matrices 2017; 5:82–96 Research Article Open Access Xiaoyang Ma*, Kai-tai Fang, and Yu hui Deng Some results on magic squares based on generating magic vectors and R-C similar transformations DOI 10.1515/spma-2017-0009 Received April 10, 2016; accepted April 28, 2017 Abstract: In this paper we propose a new method, based on R-C similar transformation method, to study classification for the magic squares of order 5. The R-C similar transformation is defined by exchanging two rows and related two columns of a magic square. Many new results for classification of the magic squares of order 5 are obtained by the R-C similar transformation method. Relationships between basic forms and R-C similar magic squares are discussed. We also propose a so called GMV (generating magic vector) class set method for classification of magic squares of order 5, presenting 42 categories in total. Keywords: Generating magic vector, Magic squares, Similar matrix. 1 Introduction A (classical) semi-magic square of order n is an n × n matrix formed by n 2 consecutive integers, {1, 2, ... , n 2 }, such that the sum of each row and each column are the same. This sum is called magic sum and denoted by µ n . It is easy to see that µ n = n(n 2 + 1)/2. For example, µ 3 = 15, µ 4 = 34, and µ 5 = 65.A semi-magic square of order n is called magic square if the sums of its two diagonals are equal to µ n . The first magic square M 0 = 8 1 6 3 5 7 4 9 2 (1) was found by a Chinese. With a history of more than 3000 years, the magic square has been an attractive topic in mathematics and related research and applications. There is a rich literature on this interesting topic. Pick- over [8] and Wu [10] gave a good introduction to the magic square and its development. However, the magic square is still mysterious and there are a lot of open questions to be solved. Classification is an important one of them. A lot of researchers such as Ollerenshaw and Bondi [7], Chu and Styan [2], and Fang, Luo and Zheng [3] studied the classifications of magic squares of order 3 and 4. Denote the set of magic squares of order n by M n . When the order n increases the number of magic squares in M n is exponentially growing. For example, the amount of magic squares is 7040 in M 4 and 2,202,441,792 in M 5 . As a consequence, there are much less publications on classification for the magic squares of order 5. For a related article, the readers can refer to Candy [1]. Now let us review some useful concepts for classification. *Corresponding Author: Xiaoyang Ma: Division of Science and Technology, BNU-HKBU United International College, Zhuhai, China; Department of Biostatistics, Georgetown University, Washington D.C., USA, E-mail: lnnay@qq.com Kai-tai Fang: Division of Science and Technology, BNU-HKBU United International College, Zhuhai, China; The Key Lab of Random Complex Structures and Data Analysis, The Chinese Academy of Sciences, Beijing, China; E-mail: ktfang@uic.edu.hk Yu hui Deng: Division of Science and Technology, BNU-HKBU United International College, Zhuhai, China, E-mail: ivandeng@uic.edu.hk