Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf ·...

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Determinants we will study “determinants” or, more precisely, “determinant functions.” Determinants by Cofactor Expansion Evaluating Determinants by Row Reduction Properties of Determinants; Cramer's Rule

Transcript of Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf ·...

Page 1: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

Determinants

we will study “determinants” or, more precisely, “determinant functions.”

• Determinants by Cofactor Expansion

• Evaluating Determinants by Row Reduction

• Properties of Determinants; Cramer's Rule

Page 2: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 3: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

Minors and Cofactors

Page 4: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 5: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 6: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 7: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

Each of last four equations is called a cofactor expansion of det[A]. In each cofactor expansion the entries and cofactors all come from the same row or same column of A.

Page 8: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

Definition of a General Determinant

Page 9: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 10: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

Cofactor Expansion Along the First Column

Page 11: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 12: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 13: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 14: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 15: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

Evaluating Determinants by Row Reduction

• how to evaluate a determinant by reducing the associated matrix to row echelon form.

• In general, this method requires less computation than cofactor expansion

• hence is the method of choice for large matrices.

Page 16: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 17: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 18: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 19: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 20: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 21: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 22: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

we can put A in lower triangular form in one step by adding −3 times the first column to the fourth to obtain

Page 23: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

Properties of Determinants; Cramer's Rule

but!

Page 24: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 25: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

Determinant of a Matrix Product

if A and B are square matrices of the same size, then

Page 26: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 27: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 28: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 29: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 30: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 31: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 32: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth

find the values of k for which A is invertible.

Page 33: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 34: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 35: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth
Page 36: Determinants - Marmara Üniversitesi Bilişim Merkezimimoza.marmara.edu.tr/~cem/LA/Linear2.pdf · 2018-12-24 · where A] is the matrix obtained by replacing the entries in thejth