ECTS - - Industrial Engineering Master Program (with thesis)
Compulsory Departmental Courses
MDES602 - Research Methods and Ethics (3 + 0) 10
This course provides students with knowledge on research methods, data collection principles, and practices. Within this framework, it addresses the ethical rules to be followed in scientific research and publishing processes, along with ethical responsibilities throughout data collection, analysis, and reporting phases.
MDES625 - Advanced Mathematical Methods in Engineering (3 + 0) 10
First-order ordinary differential equations, second- and higher-order linear ordinary differential equations, solution of differential equations using power series, systems of linear differential equations, Laplace transforms, vector calculus.
Elective Courses
Technical Elective Courses
IE502 - Linear Programming (3 + 0) 5
Simplex algorithm, linear programming, duality theory and economic interpretations, the simplex, big-m, two-phase, revised simplex, the dual simplex methods, sensitivity and post-optimality analysis, special forms of linear programming problems and their solution methods.
IE506 - Discrete Programming (3 + 0) 5
The theory, computation, and application of deterministic models; integer programming, mixed integer programming, zero-one programming, knapsack problems, cutting planes and polyhedral approach, branch and bound methods, Lagrangean relaxation, heuristics, decision analysis and games, nonlinear integer programming.
IE509 - Production Systems (3 + 0) 5
Management and control of production function in organizational systems, concepts of materials management, master production scheduling and production planning from different perspectives, aggregate planning, lot sizing, scheduling in manufacturing systems, scheduling in service systems, design and operation of scheduling systems, material requirem
IE510 - Network Models (3 + 0) 5
Review, flow problems, special purpose algorithms and advanced computational techniques for transportation and assignment problems, maximum flow problems, shortest paths, minimum cost flows, network simplex method, multicommodity flow problems, generalized networks, network model applications for production planning problems, travelling salesperson
IE511 - Heuristic Methods (3 + 0) 5
The background of heuristic applications for search methods for optimization purposes and the possible application areas, complex optimization problems and possible solving strategies using heuristic algorithms, heuristic search methods, simulated annealing, taboo search general structure, algorithms, application areas, neural networks, general str
IE512 - Work Place Environmental Design (3 + 0) 5
Applied anthropometry, work-space design, seating design, visual environment, noise, thermal environment, chemical substances, physical work and manual materials handling, the niosh approach to the design and evaluation of lifting tasks, biomechanics, vibration and acceleration.
IE513 - Strategic Planning (3 + 0) 5
Advanced topic of management, methods and techniques of strategic management, implementation and evaluation of actions that enable an organization to achieve its mission and objectives, strategic choice and decision making, strategy implementation process structure and planning style, strategy review, evaluation and control by a new tool balanced s
IE514 - Decision Support Systems (3 + 0) 5
Decision support systems and business intelligence, decision making, systems, modeling and support, decision support systems concepts, methodologies and technologies, modeling and analysis, data warehousing, business analytics and data visualization, data, text and web-mining, neural networks for data mining, business performance management, collab
IE515 - Multi-criteria Decision Making (3 + 0) 5
The concept of multiple criteria decision making (MCDM), multiple criteria and multiple purpose models, decision space, objective space, convex sets, functions and test for convexity, decision analysis and utility theory, complex systems, value of information, the concept of utility theory, formulation of the general multiple criteria programming a
IE517 - Customer Relationship Management (3 + 0) 5
The analysis of operational, analytical and collaborative customer relationship management, operational CRM, connecting with analytical and collaborative CRM, understanding the importance of building and sustaining relationships with customers, enhancing customer loyalty, analyzing customer value and profitability; investigating the use of technolo
IE518 - Engineering Design Economics (3 + 0) 5
Investment projects and flow diagrams, interest and equivalence, the techniques of investment evaluation, investment evaluation in inflationist environment, various deterministic capital budgeting models (linear programming models, discrete models, dynamic models, multi-criteria optimization models), benefit theory, the techniques of investment eva
IE519 - Forecasting (3 + 0) 5
Forecasting methodology and techniques; dynamic Bayesian modelling; methodological forecasting and analysis; polynomial, seasonal, harmonic and regression systems; superpositioning; variance learning; forecast monitoring and applications; time series analysis and forecasting; moving averages; estimation and forecasting for arma models; arma models;
IE520 - Logistics and Inventory Systems (3 + 0) 5
Determination of needs and requirements for logistics within large-scale manufacturing and business environments, logistics performance and cost control, and logistics concepts of product systems design, overview of procurement, material handling, physical distribution, after-sale services, packaging facilities, repair, maintenance, and automation