Computer Programming ECIV 2303 Chapter 3 Mathematical...
Transcript of Computer Programming ECIV 2303 Chapter 3 Mathematical...
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Computer Programming
ECIV 2303
Instructor: Dr. Talal Skaik
Islamic University of Gaza
Faculty of Engineering
Chapter 3
Mathematical Operations with Arrays
1Dr. Talal Skaik 2018
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3.1 ADDITION AND SUBTRACTION
In general, if A and B are two arrays (for example, 2 x 3 matrices),
2Dr. Talal Skaik 2018
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3.1 ADDITION AND SUBTRACTION
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3.1 ADDITION AND SUBTRACTION
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3.1 ADDITION AND SUBTRACTION
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When a scalar (number) is added to (or subtracted from) an array, the scalar is added to (or subtracted from) all the elements of the array.
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3.2 ARRAY MULTIPLICATION
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The operation A* B can be carried out only if the number of columns in matrix A is equal to
the number of rows in matrix B.
The result is a matrix that has the same number of rows as A and the same number of
columns as B.
For example, if A is a 4 x 3 matrix and B is a 3 x 2 matrix:
then the matrix that is obtained with the operation A*B has dimensions 4 x 2.
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3.2 ARRAY MULTIPLICATION
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A*B
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3.2 ARRAY MULTIPLICATION
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Numerical Example
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3.2 ARRAY MULTIPLICATION
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3.2 ARRAY MULTIPLICATION
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3.2 ARRAY MULTIPLICATION
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3.2 ARRAY MULTIPLICATION
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3.2 ARRAY MULTIPLICATION
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Linear algebra rules of array multiplication provide a convenient way for writing a system of
linear equations. For example, the system of three equations with three unknowns
can be written in a matrix form as
and in matrix notation as
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Identity Matrix
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The identity matrix is a square matrix in which the diagonal elements are 1s and the rest of
the elements are 0s.
An identity matrix can be created in MATLAB with the eye command.
When the identity matrix multiplies another matrix (or vector), that matrix (or vector) is
unchanged.
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Inverse of a Matrix
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The matrix B is the inverse of the matrix A if, when the two matrices are multiplied, the
product is the identity matrix.
Both matrices must be square, and the multiplication order can be BA or AB.
BA = AB = I
The inverse of a matrix A is typically written as A-1 .
In MATLAB the inverse of a matrix can be obtained either by raising A to the power of -1,
A-1, or with the inv (A) function.
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Inverse of a Matrix
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Inverse of a Matrix
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Not every matrix has an inverse. A matrix has an inverse only if it is square and its determinant is not equal to zero.
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Determinants
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A determinant is a function associated with square matrices.
The determinant is typically denoted by det(A) or |A|.
The determinant is calculated according to specific rules. For a second-order 2 x 2 matrix,
the rule is:
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ARRAY DIVISION
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MATLAB has two types of array division, right division and left division.
Left division, \ :Left division is used to solve the matrix equation AX = B.In this equation X and B are column vectors.
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ARRAY DIVISION
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Right division, / :The right division is used to solve the matrix equation XC = D.
In this equation X and D are row vectors.
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Solving three linear equations (array division)
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Use matrix operations to solve the following system of linear equations.
4x- 2y+ 6z = 8
2x+ 8y+ 2z = 4
6x+10y+3z = 0
SolutionThe above system of equations can be written in the matrix form AX = B or in the form
XC= D:
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Solving three linear equations (array division)
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Solving three linear equations (array division)
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3.4 ELEMENT-BY-ELEMENT OPERATIONS
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Element-by-element multiplication, division, or exponentiation of two vectors or matrices is
entered in MATLAB by typing a period in front of the arithmetic operator.
If two vectors a and b are a = [a1 a2 a3 a4] and b = [b1 b2 b3 b4], then element-by-element
multiplication, division, and exponentiation of the two vectors gives:
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3.4 ELEMENT-BY-ELEMENT OPERATIONS
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If two matrices A and B are
then element-by-element multiplication and division of the two matrices give:
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3.4 ELEMENT-BY-ELEMENT OPERATIONS
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Element-by-element exponentiation of matrix A gives:
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3.4 ELEMENT-BY-ELEMENT OPERATIONS
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3.4 ELEMENT-BY-ELEMENT OPERATIONS
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3.4 ELEMENT-BY-ELEMENT OPERATIONS
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Element-by-element calculations are very useful for calculating the value of a function at many values of its argument
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3.4 ELEMENT-BY-ELEMENT OPERATIONS
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3.5 USING ARRAYS IN MATLAB BUILT-IN MATH FUNCTIONS
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if a vector with seven elements is substituted in the function cos (x), the result is a vector with seven elements in which each element is the cosine of the corresponding element in x.
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3.5 USING ARRAYS IN MATLAB BUILT-IN MATH FUNCTIONS
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An example in which the argument variable is a matrix is:
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3.6 BUILT-IN FUNCTIONS FOR ANALYZING ARRAYS
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3.6 BUILT-IN FUNCTIONS FOR ANALYZING ARRAYS
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3.6 BUILT-IN FUNCTIONS FOR ANALYZING ARRAYS
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3.6 BUILT-IN FUNCTIONS FOR ANALYZING ARRAYS
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Inverse of a 2x2 Matrix
3.6 BUILT-IN FUNCTIONS FOR ANALYZING ARRAYS
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Example:
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3.6 BUILT-IN FUNCTIONS FOR ANALYZING ARRAYS
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Inverse of a 3x3 Matrix:
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3. 7 GENERATION OF RANDOM NUMBERS
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The rand command: The rand command generates uniformly distributed random numbers with values between 0 and 1.
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3. 7 GENERATION OF RANDOM NUMBERS
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3. 7 GENERATION OF RANDOM NUMBERS
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Random numbers that are distributed in a range (a,b) can be obtained by multiplying rand
by (b- a) and adding the product to a:
(b- a)*rand +a
For example, a vector of 10 elements with random values between -5 and 10 can be created
by (a= -5, b = 10):
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3. 7 GENERATION OF RANDOM NUMBERS
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The randi command: generates uniformly distributed random integer.
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3. 7 GENERATION OF RANDOM NUMBERS
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The range of the random integers can be set to be between any two integers by typing [imin imax] instead of imax. For example, a 3 x 4 matrix with random integers between 50 and 90 is created by:
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3. 7 GENERATION OF RANDOM NUMBERS
44Dr. Talal Skaik 2018
The randn command: generates normally distributed numbers with mean 0 and standard deviation of 1.