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PENERAPAN MATRIKS DALAM
ANALISIS SEKTOR
PEREKONOMIAN
Oleh:
Rohani Septiana Manurung 119166018
Dea Christin Carolina 119160089
Pendahuluan Teori Aplikasi
OUTLINE
Pendahuluan
Relasi dan matriks adalah salah satu bagian dari ilmu matematika diskrit yang menarik
untuk dipelajari. Dalam hal ini relasi dan matriks dikembangkan dalam menganalisis
masukan dan keluaran dalam bidang ekonomi.
Masukan dan keluaran yang terbentuk yaitu dari sektor sektor produksi dan konsumen
terdistribusi secara acak yang membentuk hubungan / relasi yang bisa dianalisis.
Teori
o Matriks Bujur Sangkar
o Matrik Diagonal
o Matrik Identitas
b. Jenis-jenis Matriks
Matriks merupakan kumpulan angka / bilangan
dalam bentuk segi empat yang terdiri dari baris
dan kolom. Notasi suatu matriks biasanya ditulis
sebagai berikut:
𝑀 =
𝑎11
𝑎21
𝑎12
𝑎22
… 𝑎1𝑗
… 𝑎2𝑗
⋮ ⋮ ⋱ ⋮
𝑎𝑖1 𝑎𝑖2
… 𝑎𝑖𝑗
a. Definisi Matriks
o Matriks Transpos
o Invers Matriks
o Matriks Transaksi
o Matriks teknologi
Matriks Trasaksi
Langkah awal dalam analisis masukan-
keluaran adalah menyusun suatu tabel
yang berisi keterang-keterangan tentang
bagaimana keluaran suatu sektor
terdistribusi ke sektor-sektor lain sebagai
masukan dan ke pemakai akhir sebagai
barang konsumsi.
Hubungan terakhir input dan output
disajikan dalam bentuk Sebuah tabel
yang disebut matriks transaksi, seperti
table disamping.
Matriks Teknologi
Koefisien teknologi adalah suatu rasio yang menjelaskan
jumlah nilai keluaran sektor i yang diperlukan sebagai
masukan unit di sektor j terhadap jumlah total masukan
pada sektor j.
Matriks Teknologi terbentuk dari sejumlah koefisien
teknologi 𝑎𝑖𝑗 yang terbentuk dari elemen matriks transaksi
Sedangkan nilai yang tidak konstan dibentuk dalam
matriks kolom, yaitu permintaan akhir (U) dan keluaran
total (V).
Dari persamaan dan matriks di atas dapat dibuktikan
persamaan yang menunjukkan hubungan kedua peubah
tersebut (U dan V) adalah
dan dibentuk perkalian matriks menjadi :
berdasarkan fungsi balikan matriks juga berlaku:
𝑉 = 𝐼 − 𝑀 −1
𝑈
keterangan:
V : Matriks “keluaran total”
U : Matriks “permintaan akhir”
A : Matriks “koefisien teknologi”
I : Matriks Identitas
Aplikasi
Masukan
keluaran
P I J PA T
P 20 35 115 30 200
I 100 75 20 80 275
J 30 82 15 190 317
NT 25 90 200 50 365
T 175 282 350 350 1.157
Keterangan
P : Sektor Pertanian
I : Sektor Industri
J : Sektor Jasa
NT : Nilai Tambah
PA : Penilaian Akhir
T : Keluaran Total
Pemerintah menargetkan masing – masing :
1. Pertanian : ditingkatkan dari 30 menjadi 250
2. Industri : ditingkatkan dari 80 menjadi 125
3. Jasa : diturunkan dari 190 menjadi 100
𝑀 =
20
175
35
282
115
350
100
175
75
282
20
350
30
175
15
282
15
350
=
0,1 0,1 0,3
0,5 0,2 0,05
0,1 0.05 0,04
Target permintaan akhir (U)
𝑈 =
250
125
100
Matriks M mendefinisikan matriks teknologi dengan elemen
pembentuknya adalah koefisien teknologi pada tabel di atas.
Berdasarkan Persamaan berikut:
𝑉 = 𝐼 − 𝑀 −1
𝑈
misal 𝐵 = (𝐼 − 𝑀)
(𝐼 − 𝑀) =
1 0 0
0 1 0
0 0 1
−
0,1 0,1 0,3
0,5 0,2 0,05
0,1 0.05 0,04
= −
0,9 −0,1 −0,3
0,5 0,8 −0,05
−0,1 −0.05 0,96
Maka:
Dengan metode kofaktor
𝐼 − 𝑀 −1
=
1
𝑑𝑒𝑡 𝐼 − 𝑀
𝐶𝑖𝑗
𝑇
(𝐼 − 𝑀)−1
=
1,2070 0,1822 0,4023
0,7964 1,3695 0,3202
0,1724 0,0903 1,1002
Maka
𝑉 = 𝐼 − 𝑀 −1
𝑈
𝑉 =
1,2070 0,1822 0,4023
0,7964 1,3695 0,3202
0,1724 0,0903 1,1002
250
125
100
=
364,755
402,307
164,407
Setelah melakukan perhitungan tersebut maka masing-masing sektor harus
memasang keluaran total sebesar:
1. Pertanian : ditingkatkan dari 175 menjadi 364,755.
2. Industri : ditingkatkan dari 282 menjadi 402,307.
3. Jasa : diturunkan dari 350 menjadi 164,407.
Referensi
Dumairy. (1999). Matematika Terapan untuk Bisnis dan Ekonomi. BPFE, 317.
Rahayu, Y. (2012). IMPLEMENTASI MATRIKS PADA MATEMATIKA BISNIS DAN
EKONOMI. Techno.COM, 74-81.
yapfrine, S. J. (2015). Penerapan Matriks dalam Analisis Sektor Perekonomian
Indonesia. Makalah IF2123 Aljabar Geometri, 1-2.
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Introduction
Mercury’s name has nothing to do
with the liquid metal, since this
planet was named after the
Roman messenger god
Introduction
Mercury’s name has nothing to do
with the liquid metal, since this
planet was named after the
Roman messenger god
The Teacher
Mercury is the closest
planet to the Sun and the
smallest one in the Solar
System—it’s only a bit
larger than the Moon
Class Schedule
10:00 14:00 18:00
MONDAY Theory Exercise Review
TUESDAY Theory Exercise Review
WEDNESDAY - - -
THURSDAY Theory Exercise Test
SATURDAY Review Test Results
Theory
01
You can enter a subtitle here if you
need it
Concepts
Venus has a beautiful
name and is the second
planet from the Sun
Venus
Mercury is the closest
planet to the Sun and the
smallest one
Mercury
It’s the closest
planet and the
smallest in the
Solar System
Mercury
It has a beautiful
name and is the
second planet
from the Sun
Venus
Despite being
red, Mars is a
cold place full of
iron oxide dust
Mars
What Is This Topic About?
List of Operations
Do you know what helps you make your point
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And the most important thing: the audience
won’t miss the point of your presentation
It has a beautiful name and is
the second from the Sun
Venus
It’s a gas giant and the
biggest planet of them all
Jupiter
Mercury is the closest planet
to the Sun and the smallest
Mercury
Features of the Topic
Despite being red, Mars is
actually a cold place
Mars
Algebraic Numbers
Venus is terribly
hot
30%
Mars is a cold
place
50%
Saturn has
several rings
70%
Graphs and Equations
To modify this graph, click on it, follow the link,
change the data and paste the new graph here Mars Venus
It’s the smallest
planet in the Solar
System
45%
A Picture Is Worth a
Thousand Words
Exercise Instructions
Mercury is the
closest planet to
the Sun
Mercury
Venus has a
beautiful name,
but it’s terribly hot
Venus
Despite being red,
Mars is actually a
cold place
Mars
It’s the biggest
planet in the Solar
System
Jupiter
Saturn is the
ringed one and a
gas giant
Saturn
Practical Exercise
1
10
Maria
1
12
Kayla
1
X
Together
Mercury’s name has nothing to do with the liquid metal, since
this planet was named after the Roman messenger god
Mercury is the
closest planet to
the Sun
Mercury
Example
Mars is a cold
place. It’s full of
iron oxide dust
Mars
Mars
Curiosities Around the World
Despite being red,
Mars is a cold place
Mercury
Mercury is the
smallest planet
Recommendations
Mercury is the
closest planet to
the Sun
Mercury
It’s the biggest
planet in the Solar
System
Jupiter
Saturn is the
ringed one and a
gas giant
Saturn
Despite being red,
Mars is actually a
cold place
Mars
Neptune is the
farthest planet
from the Sun
Neptune
Venus has a
beautiful name, but
it’s terribly hot
Venus
3x²+5x
Big numbers catch your
audience’s attention
Upcoming Workshops
Mercury is the
closest planet to
the Sun
09/20
Despite being red,
Mars is actually a
cold place
11/20
Saturn is the
ringed one and a
gas giant
02/21
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Kapsel Al 9.pptx

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Kapsel Al 9.pptx

  • 1. PENERAPAN MATRIKS DALAM ANALISIS SEKTOR PEREKONOMIAN Oleh: Rohani Septiana Manurung 119166018 Dea Christin Carolina 119160089
  • 3. Pendahuluan Relasi dan matriks adalah salah satu bagian dari ilmu matematika diskrit yang menarik untuk dipelajari. Dalam hal ini relasi dan matriks dikembangkan dalam menganalisis masukan dan keluaran dalam bidang ekonomi. Masukan dan keluaran yang terbentuk yaitu dari sektor sektor produksi dan konsumen terdistribusi secara acak yang membentuk hubungan / relasi yang bisa dianalisis.
  • 4. Teori o Matriks Bujur Sangkar o Matrik Diagonal o Matrik Identitas b. Jenis-jenis Matriks Matriks merupakan kumpulan angka / bilangan dalam bentuk segi empat yang terdiri dari baris dan kolom. Notasi suatu matriks biasanya ditulis sebagai berikut: 𝑀 = 𝑎11 𝑎21 𝑎12 𝑎22 … 𝑎1𝑗 … 𝑎2𝑗 ⋮ ⋮ ⋱ ⋮ 𝑎𝑖1 𝑎𝑖2 … 𝑎𝑖𝑗 a. Definisi Matriks o Matriks Transpos o Invers Matriks o Matriks Transaksi o Matriks teknologi
  • 5. Matriks Trasaksi Langkah awal dalam analisis masukan- keluaran adalah menyusun suatu tabel yang berisi keterang-keterangan tentang bagaimana keluaran suatu sektor terdistribusi ke sektor-sektor lain sebagai masukan dan ke pemakai akhir sebagai barang konsumsi. Hubungan terakhir input dan output disajikan dalam bentuk Sebuah tabel yang disebut matriks transaksi, seperti table disamping.
  • 6. Matriks Teknologi Koefisien teknologi adalah suatu rasio yang menjelaskan jumlah nilai keluaran sektor i yang diperlukan sebagai masukan unit di sektor j terhadap jumlah total masukan pada sektor j. Matriks Teknologi terbentuk dari sejumlah koefisien teknologi 𝑎𝑖𝑗 yang terbentuk dari elemen matriks transaksi
  • 7. Sedangkan nilai yang tidak konstan dibentuk dalam matriks kolom, yaitu permintaan akhir (U) dan keluaran total (V). Dari persamaan dan matriks di atas dapat dibuktikan persamaan yang menunjukkan hubungan kedua peubah tersebut (U dan V) adalah
  • 8. dan dibentuk perkalian matriks menjadi : berdasarkan fungsi balikan matriks juga berlaku: 𝑉 = 𝐼 − 𝑀 −1 𝑈 keterangan: V : Matriks “keluaran total” U : Matriks “permintaan akhir” A : Matriks “koefisien teknologi” I : Matriks Identitas
  • 9. Aplikasi Masukan keluaran P I J PA T P 20 35 115 30 200 I 100 75 20 80 275 J 30 82 15 190 317 NT 25 90 200 50 365 T 175 282 350 350 1.157 Keterangan P : Sektor Pertanian I : Sektor Industri J : Sektor Jasa NT : Nilai Tambah PA : Penilaian Akhir T : Keluaran Total
  • 10. Pemerintah menargetkan masing – masing : 1. Pertanian : ditingkatkan dari 30 menjadi 250 2. Industri : ditingkatkan dari 80 menjadi 125 3. Jasa : diturunkan dari 190 menjadi 100
  • 11. 𝑀 = 20 175 35 282 115 350 100 175 75 282 20 350 30 175 15 282 15 350 = 0,1 0,1 0,3 0,5 0,2 0,05 0,1 0.05 0,04 Target permintaan akhir (U) 𝑈 = 250 125 100 Matriks M mendefinisikan matriks teknologi dengan elemen pembentuknya adalah koefisien teknologi pada tabel di atas.
  • 12. Berdasarkan Persamaan berikut: 𝑉 = 𝐼 − 𝑀 −1 𝑈 misal 𝐵 = (𝐼 − 𝑀) (𝐼 − 𝑀) = 1 0 0 0 1 0 0 0 1 − 0,1 0,1 0,3 0,5 0,2 0,05 0,1 0.05 0,04 = − 0,9 −0,1 −0,3 0,5 0,8 −0,05 −0,1 −0.05 0,96 Maka:
  • 13. Dengan metode kofaktor 𝐼 − 𝑀 −1 = 1 𝑑𝑒𝑡 𝐼 − 𝑀 𝐶𝑖𝑗 𝑇 (𝐼 − 𝑀)−1 = 1,2070 0,1822 0,4023 0,7964 1,3695 0,3202 0,1724 0,0903 1,1002 Maka 𝑉 = 𝐼 − 𝑀 −1 𝑈 𝑉 = 1,2070 0,1822 0,4023 0,7964 1,3695 0,3202 0,1724 0,0903 1,1002 250 125 100 = 364,755 402,307 164,407
  • 14. Setelah melakukan perhitungan tersebut maka masing-masing sektor harus memasang keluaran total sebesar: 1. Pertanian : ditingkatkan dari 175 menjadi 364,755. 2. Industri : ditingkatkan dari 282 menjadi 402,307. 3. Jasa : diturunkan dari 350 menjadi 164,407.
  • 15. Referensi Dumairy. (1999). Matematika Terapan untuk Bisnis dan Ekonomi. BPFE, 317. Rahayu, Y. (2012). IMPLEMENTASI MATRIKS PADA MATEMATIKA BISNIS DAN EKONOMI. Techno.COM, 74-81. yapfrine, S. J. (2015). Penerapan Matriks dalam Analisis Sektor Perekonomian Indonesia. Makalah IF2123 Aljabar Geometri, 1-2.
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  • 17. Introduction Mercury’s name has nothing to do with the liquid metal, since this planet was named after the Roman messenger god
  • 18. Introduction Mercury’s name has nothing to do with the liquid metal, since this planet was named after the Roman messenger god
  • 19. The Teacher Mercury is the closest planet to the Sun and the smallest one in the Solar System—it’s only a bit larger than the Moon
  • 20. Class Schedule 10:00 14:00 18:00 MONDAY Theory Exercise Review TUESDAY Theory Exercise Review WEDNESDAY - - - THURSDAY Theory Exercise Test SATURDAY Review Test Results
  • 21. Theory 01 You can enter a subtitle here if you need it
  • 22. Concepts Venus has a beautiful name and is the second planet from the Sun Venus Mercury is the closest planet to the Sun and the smallest one Mercury
  • 23. It’s the closest planet and the smallest in the Solar System Mercury It has a beautiful name and is the second planet from the Sun Venus Despite being red, Mars is a cold place full of iron oxide dust Mars What Is This Topic About?
  • 24. List of Operations Do you know what helps you make your point clear? Lists like this one: ○ They’re simple ○ You can organize your ideas clearly ○ You’ll never forget to buy milk! And the most important thing: the audience won’t miss the point of your presentation
  • 25. It has a beautiful name and is the second from the Sun Venus It’s a gas giant and the biggest planet of them all Jupiter Mercury is the closest planet to the Sun and the smallest Mercury Features of the Topic Despite being red, Mars is actually a cold place Mars
  • 26. Algebraic Numbers Venus is terribly hot 30% Mars is a cold place 50% Saturn has several rings 70%
  • 27. Graphs and Equations To modify this graph, click on it, follow the link, change the data and paste the new graph here Mars Venus It’s the smallest planet in the Solar System 45%
  • 28. A Picture Is Worth a Thousand Words
  • 29. Exercise Instructions Mercury is the closest planet to the Sun Mercury Venus has a beautiful name, but it’s terribly hot Venus Despite being red, Mars is actually a cold place Mars It’s the biggest planet in the Solar System Jupiter Saturn is the ringed one and a gas giant Saturn
  • 30. Practical Exercise 1 10 Maria 1 12 Kayla 1 X Together Mercury’s name has nothing to do with the liquid metal, since this planet was named after the Roman messenger god
  • 31. Mercury is the closest planet to the Sun Mercury Example Mars is a cold place. It’s full of iron oxide dust Mars
  • 32. Mars Curiosities Around the World Despite being red, Mars is a cold place Mercury Mercury is the smallest planet
  • 33. Recommendations Mercury is the closest planet to the Sun Mercury It’s the biggest planet in the Solar System Jupiter Saturn is the ringed one and a gas giant Saturn Despite being red, Mars is actually a cold place Mars Neptune is the farthest planet from the Sun Neptune Venus has a beautiful name, but it’s terribly hot Venus
  • 34. 3x²+5x Big numbers catch your audience’s attention
  • 35. Upcoming Workshops Mercury is the closest planet to the Sun 09/20 Despite being red, Mars is actually a cold place 11/20 Saturn is the ringed one and a gas giant 02/21
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  • 39. Resources Pemerint Photos ○ Teacher talking with his students online ○ Open book pens table
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  • 46. JANUARY FEBRUARY MARCH APRIL PHASE 1 Task 1 Task 2 JANUARY FEBRUARY MARCH APRIL MAY JUNE PHASE 1 PHASE 2 Task 1 Task 2 Task 1 Task 2
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