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Lesson 54 – Multiplication of Matrices
Math 2 Honors - Santowski IB Math SL - Santowski
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Lesson Objectives (1) Review simple terminology associated with matrices (2) Review simple operations with matrices (+,-, scalar multiplication) (3) Compare properties of numbers with matrices (and at the same time introduce the use of the GDC) (4) Multiply matrices IB Math SL - Santowski
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(F) Properties of Matrix Addition
Ordinary Algebra with Real numbers Matrix Algebra if a and b are real numbers, so is the product a+b Commutative: a + b = b + a for all a,b Associative: (a + b) + c = a + (b + c) Additive Identity: a + 0 = 0 + a = a for all a Additive Inverse: a + (-a) = (-a) + a = 0 IB Math SL - Santowski
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TI-84 and Matrices Here are the screen captures on HOW to use the TI-84 wherein we test our properties of matrix addition Use 2nd x-1 to access the matrix menu IB Math SL - Santowski
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(F) Properties of Matrix Addition
Ordinary Algebra with Real numbers Matrix Algebra if a and b are real numbers, so is the product a+b if A and B are matrices, so is the sum A + B provided that ….. Commutative: a + b = b + a for all a,b in general, A + B = B + A provided that ….. Associative: (a + b) + c = a + (b + c) (A + B) + C = A + (B + C) is true provided that ….. Additive Identity: a + 0 = 0 + a = a for all a A + 0 = 0 + A = A for all A where 0 is the zero matrix Additive Inverse: a + (-a) = (-a) + a = 0 A + (-A) = (-A) + A = 0 IB Math SL - Santowski
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Multiplying Matrices - Generalized Example
If we multiply a 2×3 matrix with a 3×1 matrix, the product matrix is 2×1 Here is how we get M11 and M22 in the product. M11 = r11× t11 + r12× t21 + r13×t31 M12 = r21× t11 + r22× t21 + r23×t31 IB Math SL - Santowski
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(B) Matrix Multiplication - Summary
Summary of Multiplication process IB Math SL - Santowski
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(D) Examples for Practice
Multiply the following matrices: IB Math SL - Santowski
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(D) Examples for Practice
Multiply the following matrices: IB Math SL - Santowski
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(E) Examples for Practice – TI-84
Here are the key steps involved in using the TI-84 IB Math SL - Santowski
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(E) Examples for Practice – TI-84
Here are the key steps involved in using the TI-84 IB Math SL - Santowski
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(F) Properties of Matrix Multiplication
Now we pass from the concrete to the abstract What properties are true of matrix multiplication where we simply have a matrix (wherein we know or don’t know what elements are within) Asked in an alternative sense what are the general properties of multiplication (say of real numbers) in the first place??? IB Math SL - Santowski
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(F) Properties of Matrix Multiplication
Ordinary Algebra with Real numbers Matrix Algebra if a and b are real numbers, so is the product ab ab = ba for all a,b a0 = 0a = 0 for all a a(b + c) = ab + ac a x 1 = 1 x a = a an exists for all a > 0 IB Math SL - Santowski
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(C) Key Terms for Matrices
We learned in the last lesson that there is a matrix version of the addition property of zero. There is also a matrix version of the multiplication property of one. The real number version tells us that if a is a real number, then a*1 = 1*a = a. The matrix version of this property states that if A is a square matrix, then A*I = I*A = A, where I is the identity matrix of the same dimensions as A. Definition An identity matrix is a square matrix with ones along the main diagonal and zeros elsewhere. IB Math SL - Santowski
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(C) Key Terms for Matrices
Definition An identity matrix is a square matrix with ones along the main diagonal and zeros elsewhere. So, in matrix multiplication A x I = I x A = A IB Math SL - Santowski
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(F) Properties of Matrix Multiplication
Ordinary Algebra with Real numbers Matrix Algebra if a and b are real numbers, so is the product ab if A and B are matrices, so is the product AB ab = ba for all a,b in general, AB ≠ BA a0 = 0a = 0 for all a A0 = 0A = 0 for all A where 0 is the zero matrix a(b + c) = ab + ac A(B + C) = AB + AC a x 1 = 1 x a = a AI = IA = A where I is called an identity matrix and A is a square matrix an exists for all a > 0 An for {n E I | n > 2} and A is a square matrix IB Math SL - Santowski
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(F) Properties of Matrix Multiplication
This is a good place to use your calculator if it handles matrices. Do enough examples of each to convince yourself of your answer to each question (1) Does AB = BA for all B for which matrix multiplication is defined if ? (2) In general, does AB = BA? (3) Does A(BC) = (AB)C? (4) Does A(B + C) = AB + AC? IB Math SL - Santowski
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(F) Properties of Matrix Multiplication
This is a good place to use your calculator if it handles matrices. Do enough examples of each to convince yourself of your answer to each question (6) Does A - B = -(B - A)? (7) For real numbers, if ab = 0, we know that either a or b must be zero. Is it true that AB = 0 implies that A or B is a zero matrix? IB Math SL - Santowski
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Internet Links IB Math SL - Santowski
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