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	Assist.Prof. HABİBE GÜNGÖR
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	Explain the historical development process of Aviation Management
2	Use computer programs related to Aviation Transportation
3	Define basic concepts related with aviation management.

KNOWLEDGE
Factual
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Relate the information and facts in the field with other social sciences such as law, sociology, philosophy and history.
2	Classify the relationship between the basic functions of the business and the interactions between these functions.
3	Apply knowledge and skills related to his / her field by considering the legal aspect of occupational health and safety.
4	Explain the concepts of entrepreneurship and innovation with the field.

SKILLS
Cognitive
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Manage operational activities related to the airline.
2	Gain lifelong learning skills and use knowledge of the field in the business life with the awareness of social responsibility.

SKILLS
Practical
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Prepare written agreements with relevant institutions in accordance with the legislation.
2	Perform the theoretical and practical knowledge related to the field with appropriate analytical methods and modeling techniques in business life.
3	Cooperate with stakeholders related to air transport.
4	Develop the modern techniques and tools necessary for applications related to the field.
5	Manage all phases from planning to implementation of aviation operations as a member of a team.

OCCUPATIONAL
Autonomy & Responsibility
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Execute a study in his/her field independently.
2	Decide as an individual or a team member to solve the problems encountered in applications related to the field.

OCCUPATIONAL
Learning to Learn
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Evaluate advanced knowledge and skills in his/her field with a critical approach.
2	Apply activities to improve his/her performance and his / her responsibility in line with the learning objectives by determining the learning needs.

OCCUPATIONAL
Communication & Social
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Communicate with people and institutions related to the field in writing and verbally.
2	Explain his/her thoughts on the issues related to the field and suggestions for solutions to the problems by the related departments by using supporting quantitative and qualitative data.
3	Organize projects and activities for the social environment with social responsibility consciousness and to be able to apply those.

OCCUPATIONAL
Occupational and/or Vocational
	Programme Learning Outcomes	Level of Contribution
		0	1	2	3	4	5
1	Manage airports and terminal operations efficiently using aviation and business information.

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