Akademik Programlar

Zorunlu Bölüm Dersleri

IE 502 - Linear Programming
Mathematical Development of Simplex Algorithm. Formulations of Various Problems as Linear Programming Problems. 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.

IE 503 - System Analysis and Design
Introduction to systems approach, elementary tools and techniques based on the standards currently used for planning, analysis, design and construction of information systems, requirements engineering and modelling, structural modelling, system architecture and user interface design, documentation, testing and installation, traceability, project planning and management.

IE 504 - System Simulation

Simulation methodology and its comparison with other techniques, discrete and continuous change simulation concepts. Modelling approaches in simulation and simulation model design. A survey of simulation languages with one language covered in detail. Selecting input distributions, random number/ random variate generation.Transient/steady-state response and terminating/nonterminating systems. Model experimentation and optimization, and statistical analysis of outputs.

IE 506 - Discrete Optimization Models
The theory, computation, and application of deterministic models to represent industrial operations. 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. Applications to Various Areas.

IE 508 - Stochastic Programming

Review and basic foundations. Bernoulli Processes. Stochastic processes with independent increments, Wiener process and non-homogenous and compound poisson process. Discrete (classification of states, ergodic properties), random walks, branching processes and continuous time Markov processes, Kolmogorov's differential equations. Birth and death processes, applications to Markov queueing models. Non-Markov processes, renewal process, renewal reward process, alternating and regenerative processes, ergodic theorems. Semi-Markov processes. Applications in reliability, replacement and inventory problems, stationary problems and time series.

IE 510 - Network Models

Basic review. Flow problems. Special purpose algorithms and advanced computational techniques for transportation and assignment problems. Theory, algorithms, and applications for 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 problem. Real life problems.

IE 511 - Heuristic Methods

The background of heuristic applications for search methods for optimization purposes.. Complex optimization problems and possible solving strategies using heuristic algorithms. Heuristic search methods. Simulated Annealing, general structure, algorithms application areas. Taboo Search general structure, application areas, algorithms, application areas. Neural networks, general structure, algorithms, application areas . Other methodologies, discrete and continuous applications. Comparison with other optimization algorithms. Area applications.

IE 512 - Work Place Ergonomics
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.

IE 513 - Strategic Planning
Strategy, the advanced topic of management. Methods and techniques of strategic management; formulation, 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 Balanced Score Card.

IE 514 - Decision Support Systems

Introduction to Artificial Intelligence and Expert Systems, possible applications in industry. The need for decision support systems. Knowledge representation using formalized symbolic logic, uncertainties and inconsistencies, structured knowledge. Knowledge acquisition, organization and expert systems. Intelligent decision support systems: integration of DSS, DBMS and ES. Intelligent Sotware Agents. Fuzzy Logic for real world applications. Fuzzy membership functions, fuzzy decision making and classification. Model formation and sensitivity analysis. Virtual Reality, Neural Networks. AI programming languages. Real World Problems.

IE 515 - Multi-criteria Decision Making

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 and optimization, classification of multiple criteria programming methods, decision making with discrete and continuous alternatives. Pareto Analysis. Goal Programming and applications. Interactive approaches for MCDM. Electre approach. Applications related witjh production planning and other areas.

IE 516 - E-business
Business and internet, digital economy and the forces shaping the new media economy. Introduction to e-business, the current importance of online business in the networked world of global transactions and global competition. Electronic Retailing. Introduction to eCommerce Web Design, eBusiness Marketing; and eBusiness Infrastructures.

IE 701 - Probability and Statistics I
Introduction to statistics and descriptive data analysis. Probability. Random variables. Probability distributions. Mathematical expectation. Discrete and continuous probability distributions. Functions of random variables. Random sampling, data description, and some fundamental sampling distributions.

IE 715 - Engineering Economic Analysis
Economic analysis for engineering and managerial decision-making. Cash flows, time value of money, basic time value models. Analyzing and estimating costs of engineering alternatives. Depreciation and after tax economic analysis. Effects of inflation. Public sector engineering decisions. Sensitivity analysis and decision making under risk and uncertainty.

IE 751 - Operations Research I
Methodology of operations research. Formulation of engineering problems in manufacturing and service organizations. Construction of linear models for real-life problems. Solution algorithms for linear programming. Duality and sensitivity analysis. Transportation, assignment, and transshipment problem.

IE 707 - Production Planning and Control
Introduction to production systems. Production planning and control in decision making. Forecasting. Aggregate production planning. Capacity planning. Materials requirement planning. Scheduling. Advanced techniques and approaches in modern production planning and control for designing manufacturing and service systems.

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