TL008 Optimization techniques and textile applications

6 ECTS - 3-0 Duration (T+A)- . Semester- 3 National Credit

Information

Code TL008
Name Optimization techniques and textile applications
Term 2024-2025 Academic Year
Semester . Semester
Duration (T+A) 3-0 (T-A) (17 Week)
ECTS 6 ECTS
National Credit 3 National Credit
Teaching Language Türkçe
Level Belirsiz
Type Normal
Mode of study Yüz Yüze Öğretim
Catalog Information Coordinator Prof. Dr. EMEL CEYHUN SABIR


Course Goal / Objective

To teach mathematical modeling and optimization techniques. To demonstrate the ability to apply these techniques in the field of Textile and Apparel.

Course Content

Definition of optimization and concepts, Mathematical modeling for optimization, optimization techniques used in certainty and uncertainty, Optimization techniques used in single-purpose and multipurpose situations, Linear Programming, Nonlinear Programming, Goal programming, Techniques used for line balancing, Optimization with Artificial Neural Networks, Optimization with fuzzy logic, optimization with TOPSIS, application examples in textile and apparel

Course Precondition

not

Resources

Lecturer's notes

Notes

Xin-She Yang, Optimization Techniques and Applications with Examples, WILEY


Course Learning Outcomes

Order Course Learning Outcomes
LO01 learn the concept of optimization
LO02 Learns the techniques of optimization techniques
LO03 In which case can you decide which technique is appropriate
LO04 Examine sample problems
LO05 Solves examples of textile engineering problems


Relation with Program Learning Outcome

Order Type Program Learning Outcomes Level
PLO01 Bilgi - Kuramsal, Olgusal Developing and intensifying knowledge in the textile engineering area, based upon the competency in M.S level 5
PLO02 Bilgi - Kuramsal, Olgusal Grasping the inter-disciplinary interaction related to textile engineering 5
PLO03 Bilgi - Kuramsal, Olgusal The ability to use the expert-level theoretical and practical knowledge acquired in textile engineering area
PLO04 Bilgi - Kuramsal, Olgusal Interpreting and forming new types of knowledge by combining the knowledge from the textile engineering area and the knowledge from various other disciplines 5
PLO05 Bilgi - Kuramsal, Olgusal Solving the problems faced in textile engineering area by making use of the research methods 5
PLO06 Yetkinlikler - Bağımsız Çalışabilme ve Sorumluluk Alabilme Yetkinliği Systematically transferring the current developments in textile engineering area and one’s own work to other groups in and out of the area; in written, oral and visual forms
PLO07 Yetkinlikler - Öğrenme Yetkinliği Using the knowledge and the skills for problem solving and/or application (which are processed within textile engineering) in inter-disciplinary studies
PLO08 Yetkinlikler - Öğrenme Yetkinliği The ability to present one’s own work within the international environments in textile engineering area, orally, visually and in written forms
PLO09 Bilgi - Kuramsal, Olgusal Developing and intensifying the current and high-level knowledge in the textile engineering area with the use of original thinking and/or research processes and in a specialistic level, based upon the competency in the undergraduate level 4
PLO10 Bilgi - Kuramsal, Olgusal The ability to evaluate and use new information in textile engineering with a systematical approach 4
PLO11 Bilgi - Kuramsal, Olgusal To be able to study in a programmatic manner, in accordance with the logical integrity required by the thesis subject and within the scope of the thesis determined by the supervisor.
PLO12 Bilgi - Kuramsal, Olgusal Contributing to the progress in textile engineering area by independently carrying out a study which uses a new idea, method, design and/or application which brings about innovation in the area; or, applying a conventional idea, method, design and/or application to a different environment 5
PLO13 Bilgi - Kuramsal, Olgusal Publishing at least one scientific article in the area of textile engineering in a national and international peer reviewed journal
PLO14 Yetkinlikler - Öğrenme Yetkinliği Contributing to the solution of textile engineering area-related social, scientific, cultural and ethical problems and promoting the development of these values


Week Plan

Week Topic Preparation Methods
1 Definition of optimization and concept Lecturer notes Öğretim Yöntemleri:
Anlatım
2 Mathematical modeling for optimization Lecturer notes Öğretim Yöntemleri:
Anlatım
3 optimization techniques used in certainty and uncertainty Lecturer notes Öğretim Yöntemleri:
Anlatım
4 Single-purpose and multi-purpose mathematical modeling Lecturer notes Öğretim Yöntemleri:
Anlatım
5 Optimization techniques used in single-purpose and multipurpose situations Lecturer notes Öğretim Yöntemleri:
Anlatım
6 Linear Programming Lecturer notes Öğretim Yöntemleri:
Anlatım
7 Nonlinear Programming Lecturer notes Öğretim Yöntemleri:
Anlatım
8 Mid-Term Exam Lecturer notes Ölçme Yöntemleri:
Ödev
9 Goal programming Lecturer notes Öğretim Yöntemleri:
Anlatım
10 Techniques used for line balancing Lecturer notes Öğretim Yöntemleri:
Anlatım
11 Optimization with Artificial Neural Networks Lecturer notes Öğretim Yöntemleri:
Anlatım
12 Optimization with fuzzy logic Lecturer notes Öğretim Yöntemleri:
Anlatım
13 Optimization with TOPSIS Lecturer notes Öğretim Yöntemleri:
Anlatım
14 New approaches in optimization Lecturer notes Öğretim Yöntemleri:
Anlatım
15 Application examples in textile and apparel Lecturer notes Öğretim Yöntemleri:
Anlatım
16 Term Exams Lecturer notes Ölçme Yöntemleri:
Ödev
17 Term Exams Lecturer notes Ölçme Yöntemleri:
Ödev


Student Workload - ECTS

Works Number Time (Hour) Workload (Hour)
Course Related Works
Class Time (Exam weeks are excluded) 14 3 42
Out of Class Study (Preliminary Work, Practice) 14 5 70
Assesment Related Works
Homeworks, Projects, Others 0 0 0
Mid-term Exams (Written, Oral, etc.) 1 15 15
Final Exam 1 30 30
Total Workload (Hour) 157
Total Workload / 25 (h) 6,28
ECTS 6 ECTS

Update Time: 13.05.2024 11:21