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KS091206 KS091206 KS091206 KS091206 KALKULUS DAN ALJABAR LINEAR KALKULUS DAN ALJABAR LINEAR KALKULUS DAN ALJABAR LINEAR KALKULUS DAN ALJABAR LINEAR KALKULUS DAN ALJABAR LINEAR KALKULUS DAN ALJABAR LINEAR KALKULUS DAN ALJABAR LINEAR KALKULUS DAN ALJABAR LINEAR Determinant Determinant Determinant Determinant TIM KALIN
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KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Jan 29, 2023

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Page 1: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

KS091206KS091206KS091206KS091206

KALKULUS DAN ALJABAR LINEARKALKULUS DAN ALJABAR LINEARKALKULUS DAN ALJABAR LINEARKALKULUS DAN ALJABAR LINEARKALKULUS DAN ALJABAR LINEARKALKULUS DAN ALJABAR LINEARKALKULUS DAN ALJABAR LINEARKALKULUS DAN ALJABAR LINEAR

DeterminantDeterminantDeterminantDeterminant

TIM KALIN

Page 2: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Setelah menyelesaikan pertemuan ini mahasiswa diharapkan :

– Dapat menghitung determinan

– Dapat menyelesaikan Sistem Persamaan Linier dengan

menggunakan determinan

Tujuan Pembelajaran

Page 2Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 3: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Definition of

Evaluating Evaluating

Determinant Properties of

Determinant

A A

Combinatorial

Outline

Page 3Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Definition of

Determinant

Determinant

by Row

Reduction

Properties of

Determinant

Function

Combinatorial

Approach To

Determinants

Page 4: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

DEFINITION OF DETERMINANT

Page 5: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Determinant of a 2x2 Matrix

Page 5Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

• Determinant : the difference of the products of the two

diagonals of the matrix

• Note : the order is important

Page 6: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 1

Page 6Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 7: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 1 (Cont.)

Page 7Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

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Minor and Cofactors of A Matrix

Page 8Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 9: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Minor and Cofactors of A Matrix (Cont.)

Page 9Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 10: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Minor and Cofactors of A Matrix (Cont.)

Page 10Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 11: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Find all the minors and cofactors of

Example 2

Page 11Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 12: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 2 (Cont.)

Page 12Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 13: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Definition of Determinant

Page 13Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 14: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Cofactor Expansion

Page 14Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Cofactor expansion along

the i-th rowCofactor expansion along

the j-th row

Page 15: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

1. Evaluate det(A) by cofactor expansion along the first row of A.

2. Evaluate det(A) by cofactor expansion along the first column of

Example 3

Page 15Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

2. Evaluate det(A) by cofactor expansion along the first column of

A.

Page 16: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Soal 1 (ekspansi kofaktor baris)

Example 3 (Cont.)

Page 16Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

• Soal 2 (ekspansi kofaktor kolom)

Page 17: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Find det(A)

Example 4

Page 17Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 18: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Solusi

Example 4 (Cont.)

Page 18Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 19: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Adjoint of Matrix A

Page 19Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 20: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Let

Example 5

Page 20Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

• find the inverse of the matrix A

Page 21: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 5 (Cont.)

Page 21Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 22: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 5 (Cont.)

Page 22Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 23: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Determinant of Triangular Matrix

Page 23Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 24: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 5

Page 24Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 25: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Cramer’s Rule

Page 25Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 26: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Use Cramer's rule to solve

Example 6

Page 26Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 27: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 6 (Cont.)

Page 27Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 28: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

EVALUATING DETERMINANT BY

ROW REDUCTION

Page 29: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Let A be a square matrix. If A has a row of zeros or a column of

zeros, then det(A)=0.

• Let A be a square matrix. Then det(A)=det(AT).

Basic Theorem

Page 29Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 30: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Theorem

Elementary Row Operations and Determinants

Page 30Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 31: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 7

Page 31Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 32: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Theorem

Determinant of Elementary Matrices

Page 32Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 33: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 8

Page 33Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 34: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• If A is a square matrix with two proportional rows or two

proportional columns, then det(A)=0.

Introducing Zero Rows (Theorem)

Page 34Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 35: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Manakah yang termasuk matriks proporsional?

Example 9

Page 35Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 36: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Zero Determinant

Page 36Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 37: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Steps :

1. Reduce the given matrix to upper triangular form by

elementary row operations,

2. then compute the determinant of the upper triangular matrix

(an easy computation), and

Evaluating Determinant By Row Reduction

Page 37Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

(an easy computation), and

3. then relate that determinant to that of the original matrix.

Page 38: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Evaluate det(A) where

Example 10

Page 38Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 39: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 10 (Cont.)

Page 39Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 40: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Find the determinant of

Example 11

Page 40Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 41: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 11 (Cont.)

Page 41Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 42: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Steps :

1. Reduce the given matrix to upper triangular form by

elementary column operations,

2. then compute the determinant of the upper triangular matrix

(an easy computation), and

Evaluating Determinant By Column Reduction

Page 42Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

(an easy computation), and

3. then relate that determinant to that of the original matrix.

Page 43: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Compute the determinant of

Example 12

Page 43Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 44: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 12 (Cont.)

Page 44Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 45: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

• Evaluate det(A) where

Example 13

Page 45Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 46: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Solution

By adding suitable multiples of the second row to the remaining

rows, we obtain

Example 13 (Cont.)

Page 46Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 47: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Example 14 (Cont.)

Page 47Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 48: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

Solution

Example 14 (Cont.)

Page 48Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

Page 49: KS091206 KALKULUS DAN ALJABAR LINEAR Determinant

A

COMBINATORIAL

APPROACH TO

DETERMINANTS

Next Week

Page 49Surabaya, 03 Oktober 2012 KALKULUS DAN ALJABAR LINEAR – DETERMINAN MATRIKS

PROPERTIES OF

DETERMINANT

FUNCTION

DETERMINANTS