SlideShare a Scribd company logo
Page 1 of 1
COMSATS University Islamabad, Lahore Campus
-----------------------------------------------------------------------------------------------
Sessional -II
Course
Title:
Linear Algebra Course Code: MTH-231 Credit
Hours:
3(2,1)
Course
Instructor/s:
Dr. Mohsan Hassan Programme Name: BPH
Semester: Batch:FA16 Section: A/B Date: 03-05-2021
Time
Allowed:
90 Minutes Maximum Marks: 30
Student’s
Name:
Reg. No.
Important Instructions / Guidelines:
• Attempt all questions.
Q.1 Find a basis for the subspace of 3
P spanned by
 
3 2 3 2 3
2 1, 3 1, 2, 1, 1
S t t t t t t t t t
= + + + − + + + + +
(10)
Q. 2: Consider the bases  
1 2
,
B u u
= and  
1 2
' ,
B w w
=
1 2 1 2
2 4 1 1
, , ,
2 1 3 1
u u w w
−
       
= = = =
       
− −
       
a) Find the transition matrix '
B B
P → from '
B to B .
(10)
Q. 3: Determine whether the set of all pairs of real numbers of the form (1, x) with the
operations
( ) ( ) ( ) ( ) ( )
1, 1 ' 1, ' and 1, 1,
y y y y k y ky
+ + = + =
is a vector space. If not then identify the vector space axioms that fail.
(10)

More Related Content

More from EhsanMalik17

Intro to digital marketing (1)
Intro to digital marketing (1)Intro to digital marketing (1)
Intro to digital marketing (1)
EhsanMalik17
 
Fundamental of data analytics
Fundamental of data analyticsFundamental of data analytics
Fundamental of data analytics
EhsanMalik17
 
Front end
Front endFront end
Front end
EhsanMalik17
 
Evaluation assignment 03 fall 2020 solution
Evaluation assignment 03 fall 2020 solutionEvaluation assignment 03 fall 2020 solution
Evaluation assignment 03 fall 2020 solution
EhsanMalik17
 
Electronic sp17 bph-030 -min
Electronic sp17 bph-030 -minElectronic sp17 bph-030 -min
Electronic sp17 bph-030 -min
EhsanMalik17
 
Electronic sp17 bph-030
Electronic sp17 bph-030 Electronic sp17 bph-030
Electronic sp17 bph-030
EhsanMalik17
 
Course outline (stock market for beginners) (1)
Course outline (stock market for beginners) (1)Course outline (stock market for beginners) (1)
Course outline (stock market for beginners) (1)
EhsanMalik17
 
Sep 2021
Sep 2021Sep 2021
Sep 2021
EhsanMalik17
 
Terminal examination emf ii
Terminal examination emf iiTerminal examination emf ii
Terminal examination emf ii
EhsanMalik17
 
Travelling mt app 1.4 (2) 20b7e9e5 e11d-4027-8cbc-dd1586aab8b9
Travelling mt app 1.4 (2) 20b7e9e5 e11d-4027-8cbc-dd1586aab8b9Travelling mt app 1.4 (2) 20b7e9e5 e11d-4027-8cbc-dd1586aab8b9
Travelling mt app 1.4 (2) 20b7e9e5 e11d-4027-8cbc-dd1586aab8b9
EhsanMalik17
 
Y6 mid term (1)
Y6 mid term (1)Y6 mid term (1)
Y6 mid term (1)
EhsanMalik17
 
Y6 mid term
Y6 mid termY6 mid term
Y6 mid term
EhsanMalik17
 

More from EhsanMalik17 (13)

Intro to digital marketing (1)
Intro to digital marketing (1)Intro to digital marketing (1)
Intro to digital marketing (1)
 
Fundamental of data analytics
Fundamental of data analyticsFundamental of data analytics
Fundamental of data analytics
 
Front end
Front endFront end
Front end
 
Evaluation assignment 03 fall 2020 solution
Evaluation assignment 03 fall 2020 solutionEvaluation assignment 03 fall 2020 solution
Evaluation assignment 03 fall 2020 solution
 
English book-1
English book-1English book-1
English book-1
 
Electronic sp17 bph-030 -min
Electronic sp17 bph-030 -minElectronic sp17 bph-030 -min
Electronic sp17 bph-030 -min
 
Electronic sp17 bph-030
Electronic sp17 bph-030 Electronic sp17 bph-030
Electronic sp17 bph-030
 
Course outline (stock market for beginners) (1)
Course outline (stock market for beginners) (1)Course outline (stock market for beginners) (1)
Course outline (stock market for beginners) (1)
 
Sep 2021
Sep 2021Sep 2021
Sep 2021
 
Terminal examination emf ii
Terminal examination emf iiTerminal examination emf ii
Terminal examination emf ii
 
Travelling mt app 1.4 (2) 20b7e9e5 e11d-4027-8cbc-dd1586aab8b9
Travelling mt app 1.4 (2) 20b7e9e5 e11d-4027-8cbc-dd1586aab8b9Travelling mt app 1.4 (2) 20b7e9e5 e11d-4027-8cbc-dd1586aab8b9
Travelling mt app 1.4 (2) 20b7e9e5 e11d-4027-8cbc-dd1586aab8b9
 
Y6 mid term (1)
Y6 mid term (1)Y6 mid term (1)
Y6 mid term (1)
 
Y6 mid term
Y6 mid termY6 mid term
Y6 mid term
 

Recently uploaded

MARY JANE WILSON, A “BOA MÃE” .
MARY JANE WILSON, A “BOA MÃE”           .MARY JANE WILSON, A “BOA MÃE”           .
MARY JANE WILSON, A “BOA MÃE” .
Colégio Santa Teresinha
 
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Dr. Vinod Kumar Kanvaria
 
DRUGS AND ITS classification slide share
DRUGS AND ITS classification slide shareDRUGS AND ITS classification slide share
DRUGS AND ITS classification slide share
taiba qazi
 
Smart-Money for SMC traders good time and ICT
Smart-Money for SMC traders good time and ICTSmart-Money for SMC traders good time and ICT
Smart-Money for SMC traders good time and ICT
simonomuemu
 
How to Add Chatter in the odoo 17 ERP Module
How to Add Chatter in the odoo 17 ERP ModuleHow to Add Chatter in the odoo 17 ERP Module
How to Add Chatter in the odoo 17 ERP Module
Celine George
 
The basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptxThe basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptx
heathfieldcps1
 
Executive Directors Chat Leveraging AI for Diversity, Equity, and Inclusion
Executive Directors Chat  Leveraging AI for Diversity, Equity, and InclusionExecutive Directors Chat  Leveraging AI for Diversity, Equity, and Inclusion
Executive Directors Chat Leveraging AI for Diversity, Equity, and Inclusion
TechSoup
 
Advanced Java[Extra Concepts, Not Difficult].docx
Advanced Java[Extra Concepts, Not Difficult].docxAdvanced Java[Extra Concepts, Not Difficult].docx
Advanced Java[Extra Concepts, Not Difficult].docx
adhitya5119
 
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
National Information Standards Organization (NISO)
 
Hindi varnamala | hindi alphabet PPT.pdf
Hindi varnamala | hindi alphabet PPT.pdfHindi varnamala | hindi alphabet PPT.pdf
Hindi varnamala | hindi alphabet PPT.pdf
Dr. Mulla Adam Ali
 
The simplified electron and muon model, Oscillating Spacetime: The Foundation...
The simplified electron and muon model, Oscillating Spacetime: The Foundation...The simplified electron and muon model, Oscillating Spacetime: The Foundation...
The simplified electron and muon model, Oscillating Spacetime: The Foundation...
RitikBhardwaj56
 
S1-Introduction-Biopesticides in ICM.pptx
S1-Introduction-Biopesticides in ICM.pptxS1-Introduction-Biopesticides in ICM.pptx
S1-Introduction-Biopesticides in ICM.pptx
tarandeep35
 
PIMS Job Advertisement 2024.pdf Islamabad
PIMS Job Advertisement 2024.pdf IslamabadPIMS Job Advertisement 2024.pdf Islamabad
PIMS Job Advertisement 2024.pdf Islamabad
AyyanKhan40
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
camakaiclarkmusic
 
A Independência da América Espanhola LAPBOOK.pdf
A Independência da América Espanhola LAPBOOK.pdfA Independência da América Espanhola LAPBOOK.pdf
A Independência da América Espanhola LAPBOOK.pdf
Jean Carlos Nunes Paixão
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
Jean Carlos Nunes Paixão
 
PCOS corelations and management through Ayurveda.
PCOS corelations and management through Ayurveda.PCOS corelations and management through Ayurveda.
PCOS corelations and management through Ayurveda.
Dr. Shivangi Singh Parihar
 
Introduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp NetworkIntroduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp Network
TechSoup
 
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movieFilm vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
Nicholas Montgomery
 
Pride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School DistrictPride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School District
David Douglas School District
 

Recently uploaded (20)

MARY JANE WILSON, A “BOA MÃE” .
MARY JANE WILSON, A “BOA MÃE”           .MARY JANE WILSON, A “BOA MÃE”           .
MARY JANE WILSON, A “BOA MÃE” .
 
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
Exploiting Artificial Intelligence for Empowering Researchers and Faculty, In...
 
DRUGS AND ITS classification slide share
DRUGS AND ITS classification slide shareDRUGS AND ITS classification slide share
DRUGS AND ITS classification slide share
 
Smart-Money for SMC traders good time and ICT
Smart-Money for SMC traders good time and ICTSmart-Money for SMC traders good time and ICT
Smart-Money for SMC traders good time and ICT
 
How to Add Chatter in the odoo 17 ERP Module
How to Add Chatter in the odoo 17 ERP ModuleHow to Add Chatter in the odoo 17 ERP Module
How to Add Chatter in the odoo 17 ERP Module
 
The basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptxThe basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptx
 
Executive Directors Chat Leveraging AI for Diversity, Equity, and Inclusion
Executive Directors Chat  Leveraging AI for Diversity, Equity, and InclusionExecutive Directors Chat  Leveraging AI for Diversity, Equity, and Inclusion
Executive Directors Chat Leveraging AI for Diversity, Equity, and Inclusion
 
Advanced Java[Extra Concepts, Not Difficult].docx
Advanced Java[Extra Concepts, Not Difficult].docxAdvanced Java[Extra Concepts, Not Difficult].docx
Advanced Java[Extra Concepts, Not Difficult].docx
 
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
Pollock and Snow "DEIA in the Scholarly Landscape, Session One: Setting Expec...
 
Hindi varnamala | hindi alphabet PPT.pdf
Hindi varnamala | hindi alphabet PPT.pdfHindi varnamala | hindi alphabet PPT.pdf
Hindi varnamala | hindi alphabet PPT.pdf
 
The simplified electron and muon model, Oscillating Spacetime: The Foundation...
The simplified electron and muon model, Oscillating Spacetime: The Foundation...The simplified electron and muon model, Oscillating Spacetime: The Foundation...
The simplified electron and muon model, Oscillating Spacetime: The Foundation...
 
S1-Introduction-Biopesticides in ICM.pptx
S1-Introduction-Biopesticides in ICM.pptxS1-Introduction-Biopesticides in ICM.pptx
S1-Introduction-Biopesticides in ICM.pptx
 
PIMS Job Advertisement 2024.pdf Islamabad
PIMS Job Advertisement 2024.pdf IslamabadPIMS Job Advertisement 2024.pdf Islamabad
PIMS Job Advertisement 2024.pdf Islamabad
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
 
A Independência da América Espanhola LAPBOOK.pdf
A Independência da América Espanhola LAPBOOK.pdfA Independência da América Espanhola LAPBOOK.pdf
A Independência da América Espanhola LAPBOOK.pdf
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
 
PCOS corelations and management through Ayurveda.
PCOS corelations and management through Ayurveda.PCOS corelations and management through Ayurveda.
PCOS corelations and management through Ayurveda.
 
Introduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp NetworkIntroduction to AI for Nonprofits with Tapp Network
Introduction to AI for Nonprofits with Tapp Network
 
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movieFilm vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
 
Pride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School DistrictPride Month Slides 2024 David Douglas School District
Pride Month Slides 2024 David Douglas School District
 

Exam s2

  • 1. Page 1 of 1 COMSATS University Islamabad, Lahore Campus ----------------------------------------------------------------------------------------------- Sessional -II Course Title: Linear Algebra Course Code: MTH-231 Credit Hours: 3(2,1) Course Instructor/s: Dr. Mohsan Hassan Programme Name: BPH Semester: Batch:FA16 Section: A/B Date: 03-05-2021 Time Allowed: 90 Minutes Maximum Marks: 30 Student’s Name: Reg. No. Important Instructions / Guidelines: • Attempt all questions. Q.1 Find a basis for the subspace of 3 P spanned by   3 2 3 2 3 2 1, 3 1, 2, 1, 1 S t t t t t t t t t = + + + − + + + + + (10) Q. 2: Consider the bases   1 2 , B u u = and   1 2 ' , B w w = 1 2 1 2 2 4 1 1 , , , 2 1 3 1 u u w w −         = = = =         − −         a) Find the transition matrix ' B B P → from ' B to B . (10) Q. 3: Determine whether the set of all pairs of real numbers of the form (1, x) with the operations ( ) ( ) ( ) ( ) ( ) 1, 1 ' 1, ' and 1, 1, y y y y k y ky + + = + = is a vector space. If not then identify the vector space axioms that fail. (10)