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Published byWalter Newman Modified over 9 years ago
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SECTION 6.4 MATRIX ALGEBRA
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THE ALGEBRA OF MATRICES Addition:
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PROPERTIES OF MATRICES Commutative: A + B = B + A Associative: A + (B + C) = (A + B) + C
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ZERO FOR MATRICES
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ADDITIVE INVERSE FOR MATRICES
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MORE PROPERTIES OF MATRICES Additive Identity:There is a matrix 0 satisfying 0 + A = A + 0 = A Additive Inverses:For each matrix A, there is a matrix -A satisfying A + (-A) = (-A) + A = 0
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MORE PROPERTIES OF MATRICES k(A + B) = kA + kB (k + m)A = kA + mA (km)A = k(mA) = m(kA)
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3A = -2B = 3A - 2B =
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MULTIPLICATION: aA+bCaB+bD
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MULTIPLICATION: aA+bC cA+dC aB+bD cB+dD
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Find A B - 19 - 8
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- 19 Find A B 17 17 - 8 14 14
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Find B A - 12 23 23
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- 12 2 23 23 7 Find B A
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MULTIPLICATION: AB = BA = AB BA Multiplication is not commutative.
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MORE PROPERTIES OF MATRICES Associative: A (B C) = (A B) C Distributive: A (B + C) = A B + A C (B + C) A = B A + C A
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COMPATABILITY OF MATRICES For Addition:Same Size Counterexample:
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COMPATABILITY OF MATRICES For Multiplication:
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COMPATABILITY OF MATRICES For Multiplication: Two matrices are compatable for multiplication when the dimensions are:n x m and m x p The product matrix will have dimension n x p
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USING A CALCULATOR For Multiplication:
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INVERSES OF MATRICES With matrices, when AB = I = BA, we say A and B are inverses. Furthermore, when a matrix A has an inverse, we denote it as A -1 Many matrices will fail to have an inverse.
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THEOREM: MULTIPLICATIVE INVERSES The matrix has a multiplicative inverse if and only if D = ad - bc is nonzero.
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If D 0, then
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Does A have an inverse? D = 2(-9) - 5(-5) = -18 + 25 = -18 + 25 = 7 = 7
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Does A have an inverse? D = 3(10) - (-6)(-5) = 30 - 30 = 30 - 30 = 0 = 0
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INVERSES OF MATRICES This method of finding the inverse of a matrix works nicely on 2 x 2 matrices. Finding an inverse of a 3 x 3 matrix is another matter. We’ll use the calculator!
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EXAMPLE:
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APPLICATIONS TO SYSTEMS OF EQUATIONS 2x + 6y + 6z = 2 2x + 7y + 6z = - 3 2x + 7y + 7z = - 5 =
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APPLICATIONS TO SYSTEMS OF EQUATIONS = A - 1 =
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SOLVE THE SYSTEM OF EQUATIONS 2x + 6y + 6z = 2 2x + 7y + 6z = - 3 2x + 7y + 7z = - 5 = - 1
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SOLVE THE SYSTEM OF EQUATIONS =
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CONCLUSION OF SECTION 6.4 CONCLUSION OF SECTION 6.4
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