Course Description |
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Course Name |
: |
Advanced Linear Algebra |
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Course Code |
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MT 414 |
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Course Type |
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Optional |
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Level of Course |
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First Cycle |
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Year of Study |
: |
4 |
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Course Semester |
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Spring (16 Weeks) |
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ECTS |
: |
5 |
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Name of Lecturer(s) |
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Asst.Prof.Dr. ELA AYDIN |
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Learning Outcomes of the Course |
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Knows the basics of vector spaces. Understands the relationship between linear transformations and matrices. Is able to find the diagonal form of linear transformations and matrices. Finds dual and double dual of vector spaces. Finds the annihilator of subspaces and its bases. Is able to define an isometric embedding from a space to another if existing. Find the transpose of a linear function. Finds the Jordan form of a linear function.
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Mode of Delivery |
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Face-to-Face |
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Prerequisites and Co-Prerequisites |
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None |
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Recommended Optional Programme Components |
: |
None |
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Aim(s) of Course |
: |
Give elementary knowledge about vector spaces,The algebra of Linear Transformations, Inner product spaces, Isometries between vector spaces. Finding Dual vector spaces and double dual, Determine Annihilators of vector spaces, Relationship between functionals and linear systems, Representation of Linear Transformations by matrices. Invariant subspaces, To compute triangular, diagonal and Jordan canonical forms. |
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Course Contents |
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Vector Spaces. Inner product spaces and orthogonality, The algebra of Linear Transformations, Isometries, Dual and double dual of vector spaces, Invariant Subspaces, Diagonalization. Jordan Canonical Forms. |
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Language of Instruction |
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Turkish |
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Work Place |
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Mathematics Depertment Classroom |
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Course Outline /Schedule (Weekly) Planned Learning Activities |
| Week | Subject | Student's Preliminary Work | Learning Activities and Teaching Methods |
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1 |
Vector spaces and finding their bases |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
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2 |
Inner product and inner product spaces |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
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3 |
Orthonormal bases and orthogonal projection space |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
4 |
Linear Transformations and isometries |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
5 |
Linear functionals and dual of vector spaces |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
6 |
Double dual, hyperspaces and annihilators |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
7 |
Relationship between linear functionals and homogeneous systems |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
8 |
Mid-term exam and solving problems |
Review |
written exam |
|
9 |
The transpose of a Linear Transformation |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
10 |
The algebra of Polynomials and basic theorems |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
11 |
Eigenvalues and eigenvectors of Linear Transformations and Diagonalization Form |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
12 |
Invariant Subspaces |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
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13 |
Direct sums |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
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14 |
The Jordan Form and applications |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
|
15 |
Solving problems |
Read the relevant parts of the textbook and solve the problems |
Lecture and discussion |
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16/17 |
Final exam |
Review |
written exam |
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| Contribution of the Course to Key Learning Outcomes |
| # | Key Learning Outcome | Contribution* |
|
1 |
Is able to prove Mathematical facts encountered in secondary school. |
5 |
|
2 |
Recognizes the importance of basic notions in Algebra, Analysis and Topology |
5 |
|
3 |
Develops maturity of mathematical reasoning and writes and develops mathematical proofs. |
2 |
|
4 |
Is able to express basic theories of mathematics properly and correctly both written and verbally |
1 |
|
5 |
Recognizes the relationship between different areas of Mathematics and ties between Mathematics and other disciplines. |
1 |
|
6 |
Expresses clearly the relationship between objects while constructing a model |
3 |
|
7 |
Draws mathematical models such as formulas, graphs and tables and explains them |
5 |
|
8 |
Is able to mathematically reorganize, analyze and model problems encountered. |
4 |
|
9 |
Knows at least one computer programming language |
4 |
|
10 |
Uses effective scientific methods and appropriate technologies to solve problems |
0 |
|
11 |
Knows programming techniques and is able to write a computer program |
0 |
|
12 |
Is able to do mathematics both individually and in a group. |
0 |
|
13 |
Has sufficient knowledge of foreign language to be able to understand Mathematical concepts and communicate with other mathematicians |
0 |
|
14 |
In addition to professional skills, the student improves his/her skills in other areas of his/her choice such as in scientific, cultural, artistic and social fields |
0 |
| * Contribution levels are between 0 (not) and 5 (maximum). |
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