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DETERMINANTS, INVERSE OF A MATRIX

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... square matrices and that AB exists, then det(AB) = det(A)det(B) ... Exercise: p.398 Q2, 3e,10a, 11a. Now, you have seen how graphics can be stored' as matrices. ... – PowerPoint PPT presentation

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Title: DETERMINANTS, INVERSE OF A MATRIX


1
  • DETERMINANTS, INVERSE OF A MATRIX
  • Reference Croft Davision, Chapter 7, Blocks
    3,4
  • http//www.math.utep.edu/sos/math
  • Determinant
  • All square matrices, A, possess a determinant
    denoted by
  • det(A), A.
  • Determinant of a 2x2 matrix

If , then
2
det(A) A ad - bc
A matrix which has a zero determinant is called
singular. Minors and cofactors of a 3x3
matrix Let aij be an element of a matrix A. The
minor of aij is the determinant formed by
crossing out the ith row and jth column of
det(A). The cofactor of aij (-1)ij x (minor
of aij) Note that the term (-1)ij is called the
place sign of the element on the ith row and jth
column. The following may help you to memorize
this.
3
Determinant of a 3x3 matrix Consider a general
3x3 matrix, A Det(A) can be calculated by
expanding along any row or column. For example,
expanding along the first row
A a11x(its cofactor) a12x(its cofactor)
a13x(its cofactor)
4
e.g.1 Find the value of and
5
  • Properties of determinants
  • i. If every element of a given row (or column)
    of the square matrix is multiplied by the same
    factor, the value of the determinant is
    multiplied by that factor
  • ii. If B is obtained by interchanged any 2
    rows (or columns) of A, then
  • B -A
  • Adding or subtracting a multiple of one row (or
    column) to another row (or column) leaves the
    determinant unchanged.
  • iv. If A and B are 2 square matrices and that AB
    exists, then det(AB) det(A)det(B).

6
v. If 2 rows or 2 columns of a square matrix are
equal, the determinant of the matrix is
zero. Exercise p.390 Q1a, 4, 5
Inverse of a Matrix The inverse matrix of a
square matrix A, usually denoted by A-1, has the
property AA-1 A-1A I Note that if
A 0, A does not have an inverse. A ? 0, A
does have an inverse
7
Finding the inverse of a matrix The followings
are steps to find the inverse of a matrix A when
A ? 0, i. Find the transpose of A, denoted
AT. ii. Replace each element of AT by its
cofactor. The resulting matrix is called the
adjoint of A, denoted adj(A). iii. e.g. 2
Find the inverse of
8
Application of matrices in computer graphic
(Brief Introduction) Matrices can be used to
represent points, lines and even figures
(graphics). In a 2 dimensional space
9
represents a point with coordinates
(x0, y0),
represents a straight line with end points (x0,
y0) and (x1, y1)
Similarly can be used to
represent the following figure.
10
Now, you have seen how graphics can be stored
as matrices. Once a graphic is represented by a
matrix, they can be easily inputted into computer
for storage and manipulation. Manipulation
(include scaling, rotation, reflectionetc.) on
the figure can now be treated as a mathematical
process on the matrices (transformation) which
can be done (easily and fast) by a
computer. However, the details of transforming a
graphical matrix is out of our scope and will not
be discussed here.
Exercise p.398 Q2, 3e,10a, 11a
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