1. Determinant1.1 Second-order determinant1.2 third-order determinant1.3 Number of reverse order1.4 N-Step determinant2. The nature of the determinantProperty 1 The determinant is equal to its transpose determinant.Property 2 swaps the determinant of two rows (columns), determinant.Property 3 The determinant of a row (column) in which all elements are multiplied by the same multiplier K, equals the number k multiplied by this determinant.Property 4 Determinant If there are two rows (column) elem
transformation.Matrix elimination Element Method:determinant TypeCalculation (0 descending order method)Other properties of the determinant:The law of ClydeMatrixFollow the law1. Linear Properties2. Operational and polynomial of n-order matricesElementary matrix and its role in multiplicationFor the unit matrix, the matrix obtained by making an elementary transformation becomes the elementary matrix.Together there are three primary transformations:The block rule of multiplication:Two frequently
Representation of graphs
Adjacency Matrix
Correlation matrix (horizontal longitudinal point, direction Graph 1 in-1
The connectivity of graphs
Non-Tourienton/non-connected
Forward graph strong connectivity/single-sided connectivity/weak connectivity
Proof method: Specific analysis of the special case of the Reach matrix (Eulerian graph has the necessary and sufficient conditions, Hamilton full/essential
Euler
1. Determinant 1.1 Second and third-order determinantSecond-order determinant = A * D-b * C Third-order determinant = A11*a22*a33+a12*a23*a31+a13*a21*a32-a31*a22*a13-a32*a23*a11-a33*a21*a12Three lines minus three lines1.2 full rank and reverse order numberAll-in-all arrangement: 1,3,2 2,1,3 2,3,1 3,1,2 3,2,1The total number of permutations is: 3*2*1 = 3!reverse order Number: Two elements of the size and position of the relationship does not match and there is an inverse (the general default f
1.The calculate the slope:the covariance of X and Y divided by the variance of X From NumPy import CoVslope_density = CoV (wine_quality["quality"],wine_quality["density"]) [0,1]/wine_quality["Density"].var () #cov ( X, y) is the function from NumPy, which returns a 2*2 Metric,.var () is Pandas function.2.To get the INTERCEPT:B = Y-ax (x and Y is the mean value of each column)Intercept_density = wine_quality["Quality"].mean ()-wine_quality["Density"].mean () * (Calc_slope (wine_quality[) Density
Topic Link: PortalTest instructionsGiven your three numbers, P,q,n, p stands for a + B, Q for a*b;Then ask A^n + b^nset F[i] = A^i +b^i; f[0]=2,f[1]=p;f[i]* (a+b) = a^ (i+1) + b^ (i+1) +a^i*b + b^i*a;F[i]*p = f[i+1] + a*b*[ a^ (i-1) + b^ (i-1) ]F[i+1] = f[i]*p + q*f[i-1];And then use the matrix to speed up a bit (PS. The input of this problem is very pit .... )The code is as follows:#include UVA 10655 contemplation! Algebra (Matrix fast Power)
[Problem 2015s02] set \ (a,b,c\) is plural and \ (bc\neq 0\), proving that the following \ (n\) Order matrix \ (a\) can be diagonalization:\[a=\begin{pmatrix} A B \ C A B \ C A am P B \ \ddots \ddots \ddots \ C A b\\ C A \end{pmatrix}.\][Question 2015S02] Fudan Advanced Algebra II (Level 14) weekly (second teaching week)
[Linear algebra] matrix addition
1 # Include 2 Using Namespace STD; 3 4 5 Int Main () 6 { 7 Int Matrixa [ 100 ] [ 100 ]; // Matrixa 8 Int Matrixb [ 100 ] [ 100 ]; // Matrixb 9 Int Plusresult [ 100 ] [ 100 ]; // Matrixa + matrixb = plusresult (this is a maxtrix) 10 Int M, N; 11 Cout " Enter the required and number of rows and columns in the matrix. " 12 Cin> m> N; 13 Cout " Enter matrix " 14
{ - mat ans; toans.v[0][0]=ans.v[1][1]=1; + - while(k)///after the second division to be determined * the { * if(k1) $ans=ans*x;Panax Notoginsengx=x*x; -k>>=1; the } + A returnans; the } + - Long LongSolve () $ { $ if(n==0) - return 2; - if(n==1) the returnp; - if(n==2)Wuyi returnp*p-2*Q; the - Mat A; Wua.v[0][0]=p; -a.v[0][1]=-Q; Abouta.v[1][0]=1; $A=pow_mod (a,n-2); - - returna.v[0][1]*p+a.v[0][0]* (p*p-2*q); - } A + int
^nf (x) \rd x}$.6. For integer $a, b$, define $a \equiv b\ (\mod m) $ when and only if $m \mid (A-B) $ (that is, $m $ divisible $a-b$). When a positive integer $m $, what is the solution to a linear equation group? $$\bex \sedd{\ba{rrrrrrl} x+2y-z\equiv1\ (\mod m) \ \ 2x-3y+z\ Equiv4\ (\mod m) \ 4x+y-z\equiv9\ (\mod m) \ea} \eex$$7. Set $\tt$ is real, $n $ is the natural number, ask $$\bex \sex{\ba{cc} e^{-i\tt}2i\sin \tt\\ 0e^{i\tt} \ea}^n. \eex$$8. Set $A, B\in m_n (\BBC) $ ($n $ order complex
\ \end{pmatrix}\to \begin{pmatrix}0 0 \ 0 A + B \ \ \end{pmatrix}.$$ Because the rank of the matrix does not change under the elementary transformation of the block, the basic formula of rank can be obtained $ $r (A) +r (b) =r (a^2) +r (b) =r\begin{pmatrix} a^2 0 \ 0 B \ \ \end{pmatrix}=r\begin{pmatrix}0 0 \ 0 a+b \ \end{pmatrix}=r (a+b). $$Certificate Act Two (Geometric method-using linear transformation theory) refer to [question 2014a12] and its solution.Certificate Law III (Algebraic
[Problem 2015s01] set \ (M_n (\mathbb{r}) \) is the real linear space of the entire formation of the \ (n\) Order matrix, \ (\varphi\) is a linear transformation on \ (M_n (\mathbb{r}) \), so that for a given \ (A, B\in m_n (\mathbb{r}), or \ (\varphi (AB) =\varphi (a) \varphi (b) \), or \ (\varphi (AB) =\varphi (b) \varphi (a) \) is established. Proof: either \ (\varphi (AB) =\varphi (a) \varphi (b) \) is true for any of the \ (A,b\in m_n (\mathbb{r}) \), or \ (\varphi (AB) =\varphi (b) \varphi
\), and the conclusion of the proof is the formula (13).\[r/\cap i_k\cong r/i_1\times r/i_2\times\cdots\times r/i_n\tag{13}\]First, easy authentication \ (r\to r/i_1\times r/i_2\times\cdots\times r/i_n\) is the homomorphism mapping, if it can be proved that it is full-shot, by the homomorphism fundamental theorem can be concluded. The proof method is the same as the essence in the elementary number theory, we need to construct for each dimension \ (r_k= (\cdots,0,a_k,0\cdots) \). This condition
arithmetic comparer (>,≥,Select * from R,s where r.a=s.c;except (division)Given the relationship R (x, y) and S (y) where x, Y is a set of properties (which can also be a single attribute), y in Y and s in R are attributes (sets) with the same name and can have different property names.But must originate from the same domain set. When solving R÷s, group R by the value of X, and then examine each group, such as Y in a group that contains all Y in S, then take the value of x in that group as a tu
necessary and sufficient condition to prove its existence is \ (| g_k|\) coprime, the full use of the cycle group has just been discussed proof \ (a\) decomposition of each factor is its generation of the elements of the group, the necessity is through the construction of two \ (p-\) Order (refer to the next article) of the product to export contradictions. In addition, if \ (G=g_1\times g_2\) and \ (G_1\leqslant h\), it is easy to prove that there is \ (H=g_1\times (G_2\cap H) \).\[h= (H\cap g
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