Code | Name of the Course Unit | Semester | In-Class Hours (T+P) | Credit | ECTS Credit |
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YBS321 | NUMERICAL DECISION MAKING METHODS | 5 | 3 | 3 | 5 |
GENERAL INFORMATION |
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Language of Instruction : | Turkish |
Level of the Course Unit : | BACHELOR'S DEGREE, TYY: + 6.Level, EQF-LLL: 6.Level, QF-EHEA: First Cycle |
Type of the Course : | Elective |
Mode of Delivery of the Course Unit | - |
Coordinator of the Course Unit | Assoc.Prof. HACER GÜLŞEN |
Instructor(s) of the Course Unit | |
Course Prerequisite | No |
OBJECTIVES AND CONTENTS |
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Objectives of the Course Unit: | This course aims to make use of the mathematical models to solve decision problems and their applications, to identify the correct method, to identify and to perform the necessary analyses. |
Contents of the Course Unit: | Contents of the course include theoretical and practical teaching of the subjects such as project management, production planning and inventory control, mass production planning, stock control systems, process management and capacity planning, modelling, linear programming, optimization problems, business design, quality control, transmission model, assignment model and transfer model, project programming and control techniques-PERT/CPM, decision analysis, game theory, queuing theory, decision-making, decision-making problems, decision-making process, benefit theory, certainty, decision-making under uncertainty and risk, numerical decision-making, computer aided decision-making, computer aided problem solving and simulation. |
KEY LEARNING OUTCOMES OF THE COURSE UNIT (On successful completion of this course unit, students/learners will or will be able to) |
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Use optimization problems (linear programming models) as a tool for decision making. |
Evaluate the resources effectively for the organization. |
Analyze existing resources for efficiency. |
Distinguish between efficient and inefficient sources. |
WEEKLY COURSE CONTENTS AND STUDY MATERIALS FOR PRELIMINARY & FURTHER STUDY |
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Week | Preparatory | Topics(Subjects) | Method |
1 | - | Numerical decision-making techniques General introduction | Lecture & Practice – Exercise & Team/Group Work |
2 | Literature Review | Model concept and optimization, introduction to linear programming | Lecture & Practice – Exercise & Team/Group Work |
3 | Literature Review | Linear programming: basic concepts and modelling | Lecture & Practice – Exercise & Team/Group Work |
4 | Literature Review | Linear programming: solution concept | Lecture & Practice – Exercise & Team/Group Work |
5 | Literature Review | Linear programming: sensitivity analysis | Lecture & Practice – Exercise & Team/Group Work |
6 | Literature Review | Linear programming: Simplex method and Duality | Lecture & Practice – Exercise & Team/Group Work |
7 | Literature Review | Integer Linear programming: Modelling | Lecture & Practice – Exercise & Team/Group Work |
8 | - | MID-TERM EXAM | - |
9 | Literature Review | 0 – 1 programming: Modelling | Lecture & Practice – Exercise & Team/Group Work |
10 | Literature Review | Data envelopment analysis | Lecture & Practice – Exercise & Team/Group Work |
11 | Literature Review | Markov analysis | Lecture & Practice – Exercise & Team/Group Work |
12 | Literature Review | Estimation methods | Lecture & Practice – Exercise & Team/Group Work |
13 | Literature Review | Decision-making analysis: decision making under uncertainty | Lecture & Practice – Exercise & Team/Group Work |
14 | Literature Review | Decision-making analysis: decision making under risk | Lecture & Practice – Exercise & Team/Group Work |
15 | Literature Review | Introduction to project management | Lecture & Practice – Exercise & Team/Group Work |
16 | - | FINAL EXAM | - |
17 | - | FINAL EXAM | - |
SOURCE MATERIALS & RECOMMENDED READING |
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Celikbilek, Y. (2018). Cok Kriterli Karar Verme Yontemleri - Aciklamalı ve Karsilastirmali Saglik Bilimleri Uygulamalari. Nobel Akademik Publications. |
Ozcan, Y. (2013). Saglik Kurumlari Yonetiminde Sayısal Yontemler–Teknikler ve Uygulamalar. Cevirenler: Sahin Kavuncubasi ve Selami Yildirim. Siyasal Bookstore. |
Timor, M. (2010). Yoneylem arastirmasi. Turkmen Bookstore. |
ASSESSMENT |
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Assessment & Grading of In-Term Activities | Number of Activities | Degree of Contribution (%) | Description |
Level of Contribution | |||||
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0 | 1 | 2 | 3 | 4 | 5 |
KNOWLEDGE |
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Theoretical |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Recognize the alphabets used by Turks in the historical process, especially Ottoman Turkish alphabet.
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2 |
Recognize the distinguished examples of World Literature in the forms of verse and prose.
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3 |
Defend the idea that Turkish literature has national and genuine cultural identity
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KNOWLEDGE |
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Factual |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Use professional English to be able to benefit from international academic publications.
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2 |
Act according to social, scientific, cultural and ethical values in all kinds of studies related to the field.
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3 |
Examine the bibliography of the studies on Turkish Language and Literature according to countries and schools in written, printed and electronic media.
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SKILLS |
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Cognitive |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Examine Turkish grammar in historical-comparative terms in terms of sound, form, syntax, semantics and vocabulary by using general linguistics methods and theories
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2 |
Examine the course materials, research methods, information and theories used in Turkish Language and Literature Program.
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3 |
Discuss the historical development of Contemporary Turkish Literature and the texts on the historical period and the cultural atmosphere.
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SKILLS |
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Practical |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Evaluate the knowledge and skills acquired in the field of Turkish language and literature with a critical approach and with the help of interdisciplinary information.
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2 |
Use philosophy, sociology, law, economics, etc. and makes interdisciplinary interpretations.
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3 |
Evaluate the new trends in World Literature especially in Contemporary Turkish Literature.
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OCCUPATIONAL |
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Autonomy & Responsibility |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Solve problems encountered in the field as individual and as member of a team.
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OCCUPATIONAL |
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Learning to Learn |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Evaluate the knowledge and theories of Contemporary Literature in terms of literature and linguistics within the framework of certain theories.
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2 |
Evaluate the extent to which Turkish Language and Literature is influenced by the civilization circles in which it is a part of.
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OCCUPATIONAL |
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Communication & Social |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Evaluates the fields of application of sustainability in the field of Turkish Language and Literature.
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2 |
Research and study at the academic level.
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OCCUPATIONAL |
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Occupational and/or Vocational |
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Programme Learning Outcomes | Level of Contribution | ||||||
0 | 1 | 2 | 3 | 4 | 5 | ||
1 |
Evaluate all subjects related to Turkish Language and Literature in the context of “The Integrity of Turkish Language and Literature".
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WORKLOAD & ECTS CREDITS OF THE COURSE UNIT |
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Workload for Learning & Teaching Activities |
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Type of the Learning Activites | Learning Activities (# of week) | Duration (hours, h) | Workload (h) |
Lecture & In-Class Activities | 14 | 3 | 42 |
Preliminary & Further Study | 13 | 2 | 26 |
Land Surveying | 0 | 0 | 0 |
Group Work | 0 | 0 | 0 |
Laboratory | 0 | 0 | 0 |
Reading | 0 | 0 | 0 |
Assignment (Homework) | 0 | 0 | 0 |
Project Work | 0 | 0 | 0 |
Seminar | 0 | 0 | 0 |
Internship | 0 | 0 | 0 |
Technical Visit | 0 | 0 | 0 |
Web Based Learning | 0 | 0 | 0 |
Implementation/Application/Practice | 0 | 0 | 0 |
Practice at a workplace | 0 | 0 | 0 |
Occupational Activity | 0 | 0 | 0 |
Social Activity | 0 | 0 | 0 |
Thesis Work | 0 | 0 | 0 |
Field Study | 0 | 0 | 0 |
Report Writing | 0 | 0 | 0 |
Final Exam | 1 | 1 | 1 |
Preparation for the Final Exam | 7 | 5 | 35 |
Mid-Term Exam | 1 | 1 | 1 |
Preparation for the Mid-Term Exam | 5 | 4 | 20 |
Short Exam | 0 | 0 | 0 |
Preparation for the Short Exam | 0 | 0 | 0 |
TOTAL | 41 | 0 | 125 |
Total Workload of the Course Unit | 125 | ||
Workload (h) / 25.5 | 4,9 | ||
ECTS Credits allocated for the Course Unit | 5,0 |