NUMERICAL DECISION MAKING METHODS PROGRAMME COURSE DESCRIPTION

Code	Name of the Course Unit	Semester	In-Class Hours (T+P)	Credit	ECTS Credit
YBS321	NUMERICAL DECISION MAKING METHODS	5	3	3	5

GENERAL INFORMATION
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	Prof. NEZİHA MUSAOĞLU
Instructor(s) of the Course Unit
Course Prerequisite	No

OBJECTIVES AND CONTENTS
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)
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
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
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
Assessment & Grading of In-Term Activities	Number of Activities	Degree of Contribution (%)	Description

Level of Contribution
0	1	2	3	4	5

KNOWLEDGE
Theoretical
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Define the basic theoretical, political, economic and administrative theories used in the field of Political Science and International Relations.
2	Explain the political history, political ideas, intellectual accumulation of understanding international relations and the way that the history of diplomacy has passed from past to present.
3	List the norms of universal law and human rights, the principles of the modern legal system, the names of modern bureaucratic and administrative structures.

KNOWLEDGE
Factual
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Explain the Turkish state tradition, the influence of Islam, the accumulation of political thought and its historical background, and compare this accumulation with the current approaches.
2	Evaluate the chronological development of relations between political and diplomatic developments and political / diplomatic facts / events / ideas / actors from past to present.
3	Analyze the structure and functioning of actors, organizations and organizations that determine international relations.

SKILLS
Cognitive
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	In the light of current theoretical debates, apply relevant concepts to current political and international developments.
2	Evaluate the Turkish political tradition, developments with the Turkic community.
3	Use information on the field when comparing the administrative structures of different countries and their diplomatic traditions.

SKILLS
Practical
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Formulate the current political developments, developments and arrangements in international relations in the historical and theoretical accumulation.
2	Analyze the functioning of modern political regimes in the light of political and public bureaucratic structures, regulations and developments.
3	Examine and analyze current political developments in the Balkans, the Middle East, Central Asia, North Africa and the Caucasus in terms of both Turkish political history and international relations discipline.

OCCUPATIONAL
Autonomy & Responsibility
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	To conduct a field-specific study individually and to complete it with discipline and responsibility.
2	To assume duties and responsibilities in a team work as leader or team member and to fulfil them flawlessly.

OCCUPATIONAL
Learning to Learn
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Follow the political and administrative developments in the international political system and the bureaucratic organizations operating in this system.
2	Examine the international problems and conflicts, and the problems in the field of administration and politics in detail.

OCCUPATIONAL
Communication & Social
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Follow the current developments in the field of Political Science and International Relations and collaborate with leading names in the field.
2	Examine and analyze academic resources and the written and oral studies on the political developments in the region and the world, especially in the Middle East.
3	Debate in the field of political science and public administration with different target groups in multicultural environments.

OCCUPATIONAL
Occupational and/or Vocational
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	With the current historical and theoretical knowledge of the field, suggest sustainable, organizational and administrative arrangements aimed at meeting specific goals and solving certain problems.
2	Using the theoretical, economic, political and managerial knowledge, and produce reports on current developments, conflicts and agreements in geography related to world politics and especially in the Middle East.
3	Construct arguments on the current developments in Turkish politics in the light of the laws, regulations, and the important changes in the constitution and administrative law that determine Turkish political life and foreign relations.

WORKLOAD & ECTS CREDITS OF THE COURSE UNIT
Workload for Learning & Teaching Activities
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