Courses
IE889 - Graduation Seminar (0 + 0) 10
Each student in MS Program with Thesis is expected to give a presentation on his/her thesis work and attend the seminars conducted by the other students and academic staff.
IE897 - Graduation Thesis (0 + 0) 60
Thesis topic determined in the thesis protocol.
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.
IE530 - Research Topic (3 + 0) 5
Research methodologies, review of background knowledge, academic reading, finalizing a research work.
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.
IE503 - System Analysis and Design (3 + 0) 5
Requirements engineering and modeling, structural modeling, system architecture and user interface design, documentation, testing and installation, traceability, project planning and management.
IE504 - System Simulation (3 + 0) 5
Dynamic system models and simulation, statistical models in simulation, Monte-Carlo simulation of real dynamic systems.
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.
IE508 - Stochastic Processes (3 + 0) 5
The definitions and the classifications of stochastic processes, Poisson process, renewal theory, Markov chains and processes, applications in reliability and inventory problems.
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
IE516 - E-Business (3 + 0) 5
Introduction to e-business, electronic retailing, introduction to e-commerce web design, e-business marketing, and e-business infrastructures.
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
IE521 - Advances in MIS (3 + 0) 5
Advanced topics in the management of information systems, information systems technology, information systems development, and information systems management, new application areas and the management approaches.
IE522 - Lean Production (3 + 0) 5
Emergence of lean philosophy, lean production principles, types of waste in production, techniques that can be used to make the problems in the production process visible using value stream mapping, and to simplify a production process.