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Dersler ve İçerikleri
1. Yıl - 1. Dönem
Kod
Ders
Ders Açıklama
Kredi
ECTS
EP105
Measurement and units. Vectors. Kinematics. Relative motion. Force and momentum. Equilibrium. Work and energy. Simple harmonic motion. Rotational kinematics of rigid bodies. (Service-course)
4
5
FE103
Atomic structure. Chemical bonding. Chemical equations and quantitative relations. Gases, liquids and solids. Solutions. Acids and bases. Chemical equilibrium. Chemical thermodynamics.
4
5
GME100
 
2
2
IE141
Introduction to programming in C++, variables, data types, declarations, control statements and loops, mathematical expressions, functions, simple input/output, files, arrays, structures, pointers, compiler-interpreter environments.
2
2
IE161
History and emerge of industrial engineering. Topics in industrial engineering: Basic concepts and subjects, fields of working, qualifications and skills of industrial engineers, an overview of industrial engineering curriculum at the University of Gaziantep.
2
3
LENG101
This course is designed to consolidate the student's working knowledge of the English language through reinforcement of reading comprehension, listening and writing skills in academic English.
4
5
MATH151
Real numbers, inequalities, algebra of sets, functions, graphs, limits., continuity, the derivative, maxima-minima and other applications, the differential, the definite integral, mean-value theorem, the indefinite integral, the antiderivative, the fundamental theorem of calculus, techniques of integration, inverse functions.
4
5
TDP101
 
1
1
TURK101
İmla kuralları, noktalama işaretler (kullanım ve örnekleri ile) Kompozisyon hakkında genel bilgiler (Tanımı, türleri, etkinliği, plan ve çeşitleri). Anı, tanımı uygulamada dikkat edilecek hususlar; tarihi ve edebi değeri Dilin tanımı ve türleri. Dilbilgisi ve bölümleri. Türk dilinin tarihi gelişimi. Yeryüzündeki dil grupları ve Türkçenin bunlar arasındaki yeri. Konuşma dili türleri, yazı dili türleri. Ses olayları, Sohbet, tanımı, uygulamada dikkat edilecek özellikler ve örnekler.
2
2
1. Yıl - 2. Dönem
Kod
Ders
 
Kredi
ECTS
BESR100
 
1
1
EP106
Electric charges and fields. Electric potential. Magnetic fields. Amper's and Faraday's laws. Inductance, magnetism, electromagnetic oscillations and waves. (Service-course)
4
5
GOS110
 
1
1
GOS112
 
1
1
GOS118
 
1
1
GOS122
 
1
1
IE142
Fundamental data structures: array, record, set; fundamental algorithms: searching, sorting; input/output; batch versus interactive processing; file structure (binary and text); recursive algorithms: sorting, backtracking, game trees; dynamic data structures: list, queue, binary tree; user-friendly approach to input/output; applications on multi-user and single-user systems.
3
3
IE178
Covers  fundamentals in project writing for industry, government, academia, or nonprofit  organizations. Examples include writing for the legal profession, writing proposals, regulatory writing, developing training materials, and ethics in professional writing.
3
3
LENG102
Academic reading comprehension skills are further reinforced through and intensive reading of both scientific and academic texts and tecniques of writing are further developed with emphasis on the usage of technical vocabulary.
4
5
MATH152
Numerical integration, polar coordinates, vector algebra, arclenght. curvature, area of a surface of revolution, the plane, linear algebra, partial differentiation, the gradient, directional derivatives, normals to surfaces, maxima, minima, double and triple integrals with applications. Improper integrals. Taylor's Formula. Sequences, infinite series, power series, Taylor series.
4
5
ME101
Introduction to engineering graphics course and the importance of the course, Essential Geometrical Constructions, Orthographic Drawing and Sketching, Oblique and Isometric Drawing, Section and conventions, Dimensioning, notes and limits.
3
4
TDP102
 
2
2
TURK102
Türkçe'de vurgu ve vurgu çeşitleri; seçmeli vurgu, tabii vurgu. Fiiller (Basit ve birleşik zamanlı), fiil çatıları, Ek Fiiller, Haberleşme yazıları, mektup ve çeşitleri. Dilekçe, özgeçmiş. Kelime, isim ve fiil kökleri. Ekler, yapım ekleri ve çeşitleri; çekim ekleri ve çeşitleri. Yapılarına, yüklemlerine, dizilişlerine ve anlamlarına göre cümle çeşitleri. Eleştiri.
2
2
2. Yıl - 3. Dönem
Kod
Ders
 
Kredi
ECTS
HIST201
 
2
2
IE201
Principles of selection of materials, concepts of stress and strain in view of material parameters, properties of materials in tension, compression, bending, torsion under combined stress. Residual stresses, fatigue, creep, damping, hardness, and special properties of materials. Evaluation of the test results for materials selection for different applications. Metals and alloys. Production of iron, steel, and nonferrous metals. Classification of manufacturing processes. Basics of engineering materials and raw material production techniques. Basic machine tool elements and mechanics of machine tools. Metal cutting tools and principles of chip removal processes. Production methods of turning, milling, drilling, shaping, grinding, and sawing. Economic tool life and machining time calculations of chip removal processes.
4
6
IE205
Basic topics in probability theory; sample space, probability, and conditional probability; random variables, marginal, joint and conditional distributions; expectations and conditional expectations; hypergeometric, binomial, geometric distributions and their implications in IE/OR; Poisson, exponential, Erlang, gamma distributions and the Poisson arrival model; moment generating functions and Laplace transforms; law of large numbers, central limit theorem and the Normal distribution; numerical and computational aspects of random variable generation.
3
5
IE221
Introductory microeconomics course. The nature of economics. A general view of price system. Markets and pricing. The determination and the control of national income. Fiscal policy. Money, banking and monetary policy. International trade and finance. Economic growth and development.
3
4
IE275
Science, Technology and Society
3
4
MATH255
Real vector spaces, linear transformations and matrices, Eigenvalues and eigenvectors, Ouadratic forms. Euclidean spaces, orthogonality of functions, Fourieer series, Orthogonal polynomials, boundary-value problems associated with partial differantial equations.
3
4
MET223
Principles of selection of material. Concept of stress and strain in vie of material parameters. Properties materials in tension, compression bending. Torsion under combined stress. Residual stresses, fatigue creep, damping, hardness and special properties of material Evaluation of the test results for material selection for different applications.
4
5
2. Yıl - 4. Dönem
Kod
Ders
 
Kredi
ECTS
HIST202
 
2
2
IE210
Introduction to systems and cybernetics; Modeling in IE; Interpretive modeling; Mathematical and logical modeling for IE;  Introduction to discrete and combinatorial systems and mathematics; logic/predicate logic; sets, relations and functions; Induction and recursion; counting, permutations and combinatorics; Graphs; Languages, grammars and machines; Complexity   
4
5
IE218
This is an elementary course for database management systems. Course includes  basic database terms, database design, query processing and SQL.
4
5
IE222
Continuation of IE 221, introductory macroeconomics
3
4
IE226
Basic topics in parametric statistics; estimation, confidence intervals, and hypothesis testing; analysis of variance, regression and correlation analysis; goodness of fit tests; application in statistical quality control, demand forecasting, and other IE/OR topics; elementary design of experiments and data collection; computer implementations using available up to date statistical software.
3
5
IE228
Productivity and human effectiveness, principles of methods analysis, principles of equipment layout, motion economy, micro-motion study, work measurement and activity sampling.
3
5
MATH256
What is differantial equation? How do they arise? First order differantial equations. Orthogonal trajectories. Linear differantial equations of arbitrary order. Approximate methods of solution of D.E., Power series solutions of D.E., Laplace transforms. Systems of linear D.E. Introduction to partial differential equation.
3
4
3. Yıl - 5. Dönem
Kod
Ders
 
Kredi
ECTS
IE321
Linear Models: Modeling concepts; linear programming; problem formulation; simplex and dual simplex methods; duality and sensitivity analysis; transportation, transshipment and assignment problems; integer programming; cutting plane algorithms and branch and bound techniques, traveling salesman problems.Nonlinear and Network Models: Nonlinear programming; optimization in one variable, convexity, unconstrained and constrained optimization in many variables, Kuhn-Tucker optimality conditions, direct search and gradient methods; computational complexity; introduction to major heuristic approaches; simulated annealing, neural networks, taboo search, genetic algorithms. Critical path method (CPM), program evaluation and review technique (PERT).
3
5
IE323
Introduction to ergonomics; information input activities; mediation activities; physical output activities; work space and arrangement; environment; ergonomics of occupational health and safety.
3
5
IE325
Production line design. Just-in-time (JIT) production systems. Optimized production technology (OPT). Flexible manufacturing systems (FMS). Introduction to production systems, Computer Aided Design and Computer Aided Manufacturing (CAD/CAM), and Computer Integrated Manufacturing (CIM).
3
4
IE327
Management functions in industrial organizations: planning, organizing, staffing, directing and controlling engineering organizations. The organization types, span of control, hierarchical levels and their relationships, partitioning, planning, decision making, implementation, coordination, coaching, control, communication, measurement and evaluation functions, organization theories, reactions to the classical organization theories, organization charts and codes, reasons for reorganization. Techniques of management, the matrix system of management, motivation, appraisal systems, participative management
3
5
IE3XX
 
3
4
IE3XX
 
3
4
IE3YY
 
2
3
3. Yıl - 6. Dönem
Kod
Ders
 
Kredi
ECTS
IE322
Stochastic Models: Dynamic and geometric programming; introduction to stochastic processes; queuing models; reliability models; Markov decision processors; value iteration method; successive approximations and policy improvement algorithms; maintenance and reliability models; game theory. Economics and engineering decisions; principles of decision theory; generation and evaluation of alternatives; computer applications of operations research, case studies and projects.
3
5
IE324
Structure of production planning and control in manufacturing systems. Basic concepts in forecasting, product mix and inventory. Production planning and control at various levels: aggregate production planning, materials requirement planning (MRPs) and scheduling. Current issues in modern manufacturing systems.
3
4
IE326
Definition and classification, random events and statistical analysis, simulation modeling techniques, simulation of resource and service systems, determining distributions: hypothesis testing, simulation of inventory systems, number of runs in simulation, truncation algorithms, simulation modeling of manufacturing systems, management games, simulation of maintenance systems, intelligent simulation (artificial intelligence and simulation), simulation packages, applications and exercises with visual simulation (SIMAN, ProModel, SimProcess).
3
5
IE328
Analysis and design of information systems with special emphasis given to production sub-systems. Basic information concepts, data processing technology and its applications. Information systems development methodology in terms of systems analysis, design and implementation. The information requirements of production systems in modular form.
3
4
IE3XX
 
3
4
IE3XX
 
3
4
IE3YY
 
2
3
İNF398
 
1
1
4. Yıl - 7. Dönem
Kod
Ders
 
Kredi
ECTS
IE403
Principles of quality control systems; process control concepts; specification and tolerances; process capability studies; control charts; acceptance sampling plans; cost aspects of quality decisions; quality improvement programs; quality information systems. Total quality concept, continuous quality improvement, quality control activities, and Quality standards. Quality awards. Introduction to ISO 9000 series, requirements for ISO 9000 certification, documentation, quality handbook, process handbook, and definition of quality standards, management policy for ISO certification.
3
5
IE421
Definition of the facility location problem, introduction to the planning and the design of manufacturing facilities, its importance in the manufacturing management system, factors for determining the construction site, defining objectives in facility planning, stages of facility planning. Organization of data for facilities design. Analysis of production plans and processes to compute equipment and manpower requirements. Identification of production support activities and computation of related facilities requirements. Design of layout and materials handling systems. Facilities location. Analytical techniques for plant design., analyzing the facility planning problem with numerical methods and models, management of facility planning projects, project coursework.
3
5
IE425
Basics of financial accounting. Preparation of balance sheet, income statement and flow of funds statement. Inventory valuation and depreciation methods. Basics of accounting. Definition of costs. Absorption cost techniques, with an emphasis on allocation of overhead in manufacturing organizations. Budgeting. Variance Analysis. Cost-Volume-Profit Analysis. Pricing decisions, special decisions based on incremental analysis
3
5
IE435
Production systems: definition and classification, analyzing and modeling Production systems, product design and strategic planning, computer aided design and drawing, manufacturing databases.
3
5
IE437
Technology cycles, technology creation processes, defining technology, classification of technologies, technology tracking. Technology forecasting and technology measurement. Technologic advantage, strategic technology development.
3
5
IE499
A term project is assigned to each student where he/she can employ his/her background knowledge to solve industrial engineering problems concerned with the design, optimization, improvement, installation and management of integrated systems of people, materials and equipment for all kinds of manufacturing and service operations.
3
5
4. Yıl - 8. Dönem
Kod
Ders
 
Kredi
ECTS
IEO400
Engineering applications. Internship practices. Innovation. Project development and management. New system and product design. Research development  and technology management. Business planning. Commercialization. Technology foresight and forecasting.Technology assessment. Process analysis. Principles of business. Business and administration diciplines. Safety. Communication in business life.
4
30
Seçmeli Dersler
Kod
Ders
 
Kredi
ECTS
IE301
Basic design principles, failures, simple costing, innovation in design, standardization in design, reliability, ergonomics in design, life assessment, case studies and applications.
3
4
IE302
Introduction to CE, simultaneous product and process design, process and material selection, synchronization of activities, case studies.
3
4
IE303
Introduction to CAD, tools for CIM, automation, computerization of design and manufacturing activities, advance topics and applications.
3
4
IE304
Part coding, similarity analysis, production flow analysis, cell formation, control issues in cellular manufacturing.
3
4
IE305
This is an introduction course for data clustering theory. Course includes the basic concepts of data clustering; Simularity and Dissimilarity Measures; Clustering Algorithms.
3
4
IE306
What is a project? Project planning. Project Management and teamwork in projects. Project Programming. CPM and PERT in project planning. Introduction to Project Management soft wares. Policies for timing and budgeting and resource related issues.  
3
4
IE307
This course examines the technical and managerial challenges presented by emerging and evolving technologies. Particular consideration is given to the forces affecting the nature and rate of technological innovation and the managerial options available to both established and entrepreneurial organizations.
3
4
IE308
Design and manufacturing, CAD, Geometric modeling, Simultaneous engineering, CAPP, CAM, AGVs, CAQQ, FMS, Future trends, Integration.
3
4
IE309
CIM. CAPP-CAM. FMS. Agile manufacturing. Holonic manufacturing. Fractal manufacturing. Biological Manufacturing. Virtual cellular manufacturing. Virtual manufacturing. Random manufacturing. Emerging topics.
3
4
IE310
Fundamentals of NC and CNC, Programming fundamentals, Programming CNC machine tools, Tooling, Macro programming, Conversational programming.
3
4
IE311
Continuation to IE 333, computer aided process planning (CAPP), CAM, linking CAD, CAPP, CAM and other factory control systems, implementation of CIM, advance topics and applications.
3
4
IE312
Definition of lean production, basic concepts, JIT, GT and FMS, Kanban control systems, integration of manufacturing systems, case studies and projects.
3
4
IE313
Agility and manufacturing, Design for agility, Adaptive manufacturing, Reconfigurable systems, Human factors, Emerging paradigms in manufacturing, Jiggles manufacturing.
3
4
IE314
Introduction to mechatronics and measurement systems, Electric circuits and components, Operational amplifiers, Data acquisition, Sensors, DC motors, AC motors, DC servo motors, AC servo motors, Stepping motors, PLCs, Case studies.
3
4
IE315
Importance of cost estimating, Engineering design and modelling, Patterns and methods of cost estimating, Operations estimating, Optimization with engineering economics boundaries.
3
4
IE316
Introduction to reengineering concepts, process modelling and analysis, determination and elimination non-value adding activities, activity based costing, advance topics and applications.
3
4
IE317
Material Requirements Planning in production planning and control, MRP and MRP II, Application of MRP systems, Outputs of MRP system, MRP database, DRP.
3
4
IE318
Introduction to business process modelling concepts, process analysis and modelling, process simulation tools and software, case studies in process modelling and simulation, activity based costing, case studies and projects.
3
4
IE319
Introduction to MOO, multi-attribute decision making in the absence of uncertainty, multi-attribute utility functions, the analytic hierarchy process (AHP), Pareto optimality and tradeoff curves, goal programming, heuristics in MOO.
3
4
IE320
Introduction to EM, EM methodologies, data modelling, information modelling, process modelling, OO modelling, IDEF and structured modelling, advance topics, application projects.
3
4
IE329
Basic concepts and definitions, approaches to productivity measurement, types of measures, productivity measurement and analysis methods, performance measurement, case studies and applications.
3
4
IE330
Definition of work and work analysis, The objectives of work evaluation, Sequencing, categorizing, factor comparison, method of score, comparison of works, Wage systems and waging policies.
3
4
IE331
Deterministic dynamic programming, probabilistic dynamic programming, formulating recursions, Markov decision processes, application of dynamic programming.
3
4
IE332
Taboo search, genetic algorithms, simulated annealing, neural networks, fuzzy sets, fuzzy logic and fuzzy granulation, application of modern heuristics to various industrial engineering problems, projects.
3
4
IE333
Introduction to graphs and networks, algorithmic techniques, shortest paths, maximum flow problems, CPM, PERT, minimum cost network problems, trees and cyclic diagraphs, minimum spanning tree problems, the network simplex method, depth-first search, connectivity and routing, graph coloring, covers, domination, independent sets, matching and factors, parallel algorithms, computational complexity.
3
4
IE334
Introduction to numerical methods, major sources of errors in numerical methods, polynomial interpolation, solution of non-linear equations, numerical integration, numerical differentiation, numerical linear algebra, computations of matrix eigenvalues, curve fitting to measured data, initial value problems of ordinary differential equations, boundary value problems of ordinary differential equations.
3
4
IE335
Introduction to forecasting and its importance, moving-average methods, exponential smoothing, Holt\'s method, Winter\'s method, Ad Hoc forecasting, simple linear regression, fitting non-linear relationships, multiple regression, advance topics.
3
4
IE336
Introduction to scheduling theory and applications, job sequencing, job shop scheduling, FMS scheduling, advance scheduling methods and algorithms, assembly line balancing, automatic transfer lines.
3
4
IE337
Basic topics in industrial psychology, research methods of industrial psychology, job related behavior and its measurement, job analysis, personnel selection procedures, measurement of human abilities, personnel training and development, career planning, the job and work environment, job enrichment, job satisfaction, job evaluation, communication and leadership at work, absenteeism-Labor turnover, human factor in industrial accidents, fieldwork in industrial plants and evaluation.
3
4
IE338
Fundamentals of supply chain management and enterprise resources planning (ERP), aggregate production planning: static, dynamic, non-linear and lot-sizing models, operations scheduling: flow-shops and job-shops; materials management and materials requirement planning; capacity resources planning (CRP); distribution system management; implementation of manufacturing management strategies.
3
4
IE339
Fundamentals of cost accounting, cost of direct materials and direct labor, general operating expenses and flexible budget, standard costing system, cost analysis.
3
4
IE340
Aspects of TQM, Quality concepts, Deming's principles, Design quality into the system, Quality management, control and improvement, Quality circles, World class manufacturing, Emerging topics.
3
4
IE341
Advanced data structures: trees, linked lists, etc,, advance search algorithms for AI and optimization, applications to scheduling, control and design, computer implementations, projects.
3
4
IE342
Introduction to control system, Review of Laplace transformation, Mathematical modelling of dynamics systems: Fundamentals of system dynamics, Block diagrams, Transfer functions, Linearization of non-linear systems, Performance of dynamic systems: Time-domain performance specification, transient and steady state characteristics of linear systems, Stability analysis of linear systems, General discussion of feedback control systems.
3
4
IE343
Introduction to control systems design, Discussion of basic control types, Road locus analysis, Frequency response analysis, Stability in the frequency domain, Principles of design of control systems, Compensation techniques, The use of analog computer in the simulation of control system, A term project is assigned to each student where creative thinking and proper methods of design are the prime requirements.
3
4
IE344
Introduction to basic principles of OOP and OOD, programming principles using object oriented approach, object oriented programming languages and C++, object oriented methodologies, object oriented system analysis and modeling, applications and project.
3
4
IE345
Basic concepts, requirements from a control system, Types of control, tarnsoucers for kinematic and dynamic quantities, operations, amplifiers, conventional control strategies and their mathematical, modelling, interfacing, Handshaking, A/D and D/A conversion, comperators and switching, Final control elements.
3
4
IE346
Introduction, definition, structures and components of expert systems, knowledge representation, knowledge acquisition, inferencing, user interface, uncertainty, building an expert system, validation of an expert system, expert system tools and shells, applications.
3
4
IE347
Introduction to using the personal computers (PC), history of the PC, operating systems, components of a computer, peripherals and other computing devices (printers, scanners etc,), maintenance, basics of the MS-DOS and Windows operating systems, fundamentals of office programs (Word and Excel), introduction to other utility software (back-up, compression, maintenance, virus protection), introduction to the Internet and electronic mailing, Introduction and basic characteristics of programming languages, basic commands and flow charts in programming.
3
4
IE348
Machine learning, Search techniques, Data mining, Intelligence Agents, Knowledge engineering, Case based reasoning (CBR), emerging topics in AI.
3
4
IE349
Introduction: Production and consumption in the energy sector of Turkey and the world, Organization within the energy sector, potential for energy saving, Structure of Turkish Industry and energy consumption, Number of plants in the main and sub-sectors, Amounts of energy consumed expenditures and working stuff, Rules for energy saving and energy management, Energy calculations: Taking, following, evaluation, and analysis of data, Definition and aim of energy balances, methods of calculation regarding material and energy balances, Results obtainable from psychrometric charts and evaluation of results; Fuels: Properties of lignite, possibilities to improve heating values of fuels, fuel analysis, colorimetric and elemental analysis, Measurement, Instrumentation and Automatic control, Operational principles, prices, measurement techniques and instruments used in measurements, Principles of control and automation in energy systems.
3
4
IE350
Brief introduction to various phases of textile industry: Classification and properties of textile materials, textile processing, Cotton processing: Basic principles involved in cotton spinning; carding, drafting, combing, drawing, ring, spinning, Preparatory processes: chase and cone winding, warping, pirn winding, Basic operations.
3
4
IE351
Concepts and definitions, Temperature, properties of pure substance, equation of state, heat and work, First law of thermodynamics, Internal energy, First law analysis of engineering systems, Second law of thermodynamics, Entropy, Irreversibility an availability, Application of the basic principles of thermodynamics, fluid mechanics and heat transfer, Fuels, combustion, Nuclear reactors, generating units, steam and gas turbines, Design and analysis of power cycles and the associated component parts.
3
4
IE352
Classical and modern marketing, marketing planning, Product and product differentiation, sale increasing, advertisement strategies, Market research, international marketing, Decision making techniques in marketing management.
3
4
IE353
Embedded systems, Data bases, Intelligent systems, Open systems, Distributed systems, Data exchange and its standards, STEP, Speech technology, LAN, Vision, Intranet, Internet.
3
4
IE354
Internet technology, Video conferencing technology, Distance education, Local Area Networks (LANs).
3
4
IE355
Programming, Inspection, Diagnostic systems, Controlling and monitoring, Testing and verifying, Feature based manufacturing, On-line scheduling, Emerging concepts.
3
4
IE356
Case studies related to the courses thought and sample applications from the industry.
3
4
IE357
This is an introduction course for fuzzy set theory. Course includes the concept of fuzzy sets; Fuzzy sets and Membership functions; Representation of fuzzy sets; The operations of fuzzy sets; Fuzzy system definition; Fuzzification and defuzzification;Fuzzy relation; Fuzzy function; Fuzzy set applications in industrial engineering.
3
4
IE358
Simulation concepts and spreadsheets, Financial models and risk analysis using Risk, Dynamic system models, Discrete-event simulation, System modeling paradigms, Arena and visual interactive simulation, Problem solving using simulation, Graphical modeling, Simulation software, Considerations in large-scale simulation.
3
4
IE359
This is an elective course for health care management systems. Course includes quantative decision making methods in Health Care Management: Forecasting, Scheduling, Staffing, Workload Management, Supply Chain and Inventory Management.
3
4
IE360
Guidelines for designing experiments, Review of basic concepts in statistics, Simple comporative experiments, Experiments with a single factor: The analysis of variance, Randomized blocks, Latin squares and related designs, Introduction to factorial designs, The 2k factorial design, Blocking and confounding in the 2k factorial design. 
3
4
IE361
Basic ideas of probability theory, Conditional probability and conditional expectation, Markov chains, The poisson process, Continuous-Time Markov chains, Renewal theory and its applications, Queueing theory, Reliability theory.
3
4
IE362
Why do a risk analysis?, Planning a risk analysis, The quality of a risk analysis, Choice of model structure, Understanding and using the results of a risk analysis, Probability mathematics and simulation, Building and running a model, Some basic random processes, Data and statistics, Fitting distributions to data, Sums of random variables, Forecasting with uncertainty, Optimisation in risk analysis.
3
4
IE363
Serial production and specifications. Production and assembly lines. Type of production lines. Property of straight, U type and parallel assembly lines. Straight, U type and parallel assembly lines balancing problems, optimal and heuristic approaches for solving these problems. Straight, U type and parallel assembly lines design problems, optimal and heuristic approaches for solving these problems.
3
4
IE364
This course examines current issues and approaches to the management of technological innovation. Using case studies, assigned readings and class discussions, students will examine the complexity of issues involved in the management of technological innovation. An underlying theme of this course is that the successful management of technological innovation rests on an understanding of a number of issues, including the nature of competition, the interaction of new technologies with existing technologies, the evolution of markets and the processes through which organizations generate and absorb technological innovations.
3
4
IE365
Analysis of errors. Calibrations. Linear and angular measurement. Geometric tolerances and their measurement. Quality assurance systems: ISO 9000 series of standards. Acceptance sampling. Design of sampling plans and control charts. Process capability analysis.
3
4
IE366
Introduction to Poisson Process, Renewal Processes, Discrete-Time Markov Chains, Continuous-Time Markov Chains, Markow Renewal and Semi-Regenerative Processes, Brownian Motion
3
4
IE367
Fundamental concepts. Linear programming models. Introduction to integer programming. Knapsack problems, Capital budgeting problems, Fixed charge problems, Set-covering problems, Problems with either-or constraint, Problems with if-then constraints, Piecewise linear functions, Assignment problems, Traveling salesman and route models, Classical solution approaches; branch and bound, cutting plane method, Lagrange relaxation method. Heuristic solution approaches; greedy algorithms, simulated annealing, tabu search, genetic algorithms.
3
4
IE368
This course is an introduction to what has come to be known as data mining and knowledge discovery in databases. The materials learned in this course focused on basic data mining concepts and techniques for uncovering interesting data patterns hidden in large data sets.
3
4
IE369
This course introduces labor laws concept, its characteristics, historical development and applications, labor contracts, wage and wage guarantees, employee health and labor unions.
3
4
IE370
Introduction to non-linear programming, convex and concave functions, solving NLPs with one variable, golden section search, unconstrained maximization and minimization, the steepest ascent method, Lagrange multipliers, The Kuhn-Tucker conditions, Quadratic programming, separable programming, geometric programming, the method of feasible directions, computer applications.
3
4
IE376
Sets and propositions: Finite and infinite sets, mathematical induction, propositions, Permutations, combinations, and discrete probability, Relations and functions: binary, equivalence relations, partitions, partial ordering, functions, Graphs: weighted graphs, paths and circuits, shortest paths, Eulerian and Hamiltonian paths, Trees, Abstract algebra: groups, cosets, Lagrange\'s theorem, Boolean algebra, Language theory and grammars.
3
4
IE377
Entrepreneurship Innovation Entrepreneurship Innovation
3
4
Yüksek Lisans ve Doktora/Uzmanlık Dersleri
Kod
Ders
 
Kredi
ECTS
FBE501
ARAŞTIRMA YÖNTEMLERİ VE BİLİMSEL ETİK
3
6
NAS501 Research Methods and Scientific Ethics   3 6
IE501
Convex analysis; optimality conditions; linear programming (model formulation, simplex method, duality, dual simplex method, sensitivity analysis); transportation and transhipment problems; integer programming (cutting plane, branch and bound methods); computer applications.
3
6
IE502
Extensions of linear programming; quadratic programming; dynamic programming; methods for unconstrained and constrained non-linear optimisation; multi-objective optimisation methods.
3
6
IE503
Investment decisions; facility location, capacity, layout, aggregate planning and master scheduling, inventory control; production scheduling and control; quality control; maintenance planning.
3
6
IE505
Introduction to graph theory; shortest path and related algorithms; network flow algorithms; matching and covering algorithms; travelling salesman problem and extensions; Chinese postman problem and extensions; problems of location on a network; stochastic network.
3
6
IE506
Total quality management, quality assurance programs, quality circles, modeling process quality, statistical process control, acceptance sampling plans, quality information systems, organization for quality, quality cost models, quality design, recent issues in quality management.
3
6
IE507
Job sequencing and scheduling; production planning; aggregate production planning; inventory control theory; study of problems from industry.
3
6
IE508
Manufacturing systems. System components and architecture. Flexible machining and assembly systems. Components of knowledge-based systems. Machine learning. Neural networks. Process planning. Product information modelling and exchange. Knowledge-based systems for equipment selection. Knowledge-based systems for group technology. Knowledge-based systems for machine layout. Scheduling in automated manufacturing.
3
6
IE509
Development of management sciences; basic concepts and principles of scientific management. Structure of organizations and organizational development. The functions of the manager in accomplishing the objectives of the organization and their relation to key issues in management practice such as leadership, motivation and communication. The nature of decision-making and various models employed in decision-making process. Principles and issues involved in human resource management.
3
6
IE510
Optimisation and heuristic techniques of layout and location analysis, location theory and models. Systematic layout planning. Quantitative analysis for plant layout; material handling, storage, line balancing etc. Special topics such as design of non-manufacturing facilities. Warehouse automation.
3
6
IE511
Computer applications to industrial engineering problems such as forecasting, production and inventory planning, sequencing and scheduling, project scheduling, line of balance, equipment requirement, maintenance planning, linear optimisation, break-even analysis, economic order quantity. Term project on computer applications.
3
6
IE512
Introduction to total quality control, management by total quality control, basic quality control (QC) techniques, how to improve quality by using QC techniques, QC circle activity, ISO 9000, computers in QC, statistical QC, just-in-time, Taguchi methods, statistical process control.
3
6
IE513
Sequencing and scheduling concepts and terminology. Characteristics of sequencing problems. Sequencing heuristics and procedures. Scheduling approaches. Priority rules and job shop scheduling.
3
6
IE514
General design principles. Statement of the problem, analysis of the problem, alternative searching, decision making. Use of computers in the evaluation computer graphics. Computer simulation techniques.
3
6
IE515
Further examples of CAD/CAM techniques. Project involving CAD/CAM applications.
3
6
IE516
Concepts of reliability. Failure behaviour of machinery and cost structure of maintenance activities. Modelling on replacement, inspection, overhaul and repair of machinery. Organizational aspects of maintenance.
3
6
IE517
Laboratory and field research techniques in industry. Practical applications, instrumental methods and the general principles of project development. Classroom discussions, term projects and library research.
3
6
IE518
Ergonomical issues of modern industry society are introduced. Problems of automation, humanization of work environment, shift work, disabled and aged workers in industry are discussed
3
6
IE519
Forecasting methodology and techniques, moving averages, exponential smoothing, Winters' Method, Box-Jenkins Models, and Bayesian Methods.
3
6
IE520
Simulation methodology and its comparison with other techniques discrete change simulation concepts. Simulation languages such as GPSS and SIMSCRIPT. Selected applications of simulation.
3
6
IE521
Genetic Algorithms and evolutionary programming. Genetic programming. Taboo Search and applications. Simulated Annealing and applications. Multiple objective optimisations with GA and TS. Case studies.
3
6
IE522
Structured system analysis and design. Data modelling. Information modelling. Object Oriented System Analysis and Design. Process and Enterprise modelling.
3
6
IE523
Inventory theory, deterministic and probabilistic models. Drawbacks of existing approaches. MRP, MRP-II and JIT approach. Inventory control systems. Bar coding etc. Case study and computer applications.
3
6
IE524
Advanced topics in linear programming. Advanced dynamic programming and applications. Stochastic programming and applications. Fuzzy mathematical programming. Emerging topics.
3
6
IE525
Introduction to integer programming. Formulating IP problems. Solving IP models. Branch-and-Bound method. Implicit enumeration. Cutting plane algorithm. Goal programming modelling, formulation and analysis. Types of goal programs. Solving GP models. Applications of GP.Case studies and projects.
3
6
IE526
Decision theory. Utility theory. Decision trees. AHP process. Pareto optimality and trade-off curves. Multiple objective optimisation techniques. Solving MOO problems. Computer applications. Case studies. Projects.
3
6
IE527
Introduction. Theories on Human Resources Management Problems and practices. Effective use and development of the human force. Case studies. Projects.
3
6
IE528
Introduction. Design for manufacturability. Design for Assembly. Design for reliability. Case studies. Projects.
3
6
IE529
Introduction. Modelling. Modelling systems. Boundary Representation. Features. Design features. Manufacturing features. Human assisted feature recognition. Automatic feature recognition. Syntactic pattern recognition. State transition diagrams. Volume decomposition approach. Set-theoretic or Constructive Solid Geometry (CSG) - based approach. Graph-based approach. External access directions approach. Rule-based approach. Neural-network based approach. Hint-based (trace-based) approach. Design by Features (DBF). Feature Based Design (FBD). Approaches to FBD. Feature Technology in integrated manufacturing.
3
6
IE530
Introduction. Islands of Automations. The importance of process planning. Approaches to process planning. Implementation techniques of process planning. Interdisciplinary nature of process planning. Case studies.
3
6
IE531
Introduction. Traditional costing system. Analysis of overhead costs. Resource analysis. Activity modelling and analysis. Determination of cost drivers. ABC modelling. ABC system design and implementation. Case studies.
3
6
IE532
Group Technology. Classification and coding systems. Group formation techniques. Part family and machine cell formation. Design of cellular manufacturing layouts. Design of material handling system for CM. Automated CM and flexible cellular manufacturing. Controlling and planning issues of CMS. Case studies. Projects.
3
6
IE533
Introduction to maintenance. Reliability and the design of maintenance systems. Types of maintenance systems. Design of maintenance systems. Computerized maintenance systems.
3
6
IE534
Introduction to benchmarking. Why it is important. How to carry out a benchmarking study. Performance measurements. Relations with TQM. System re-engineering. Emerging topics. Case study. Benchmarking projects.
3
6
IE535
Introduction to Virtual Reality concepts. VR tools and environments. Designing a VR system. Application of VR to industry. Emerging topics.
3
6
IE536
Introduction to Object Oriented (OO) terms and methods. OO system analysis and design. Design of object oriented computer programs. Distributed programming. OO programming languages C++, Java. Applications. Case studies and projects.
3
6
IE537
Solution methods for non-linear algebraic equations, sets of linear algebraic equations, eigenvalue problems, interpolation and curve fitting, numerical integration, numerical differentiation, and ordinary differential equations. Applications include mechanics, thermal problems, automatic control systems, kinematics and design.
3
6
IE538
Introduction. Reverse Engineering (RE). Rapid Prototyping (RP). Stereolithography. Other Techniques. RE and RP equipment. Rapid Tooling. Applications of RE and RP technologies.
3
6
IE539
Project evaluation and selection. Project sources. Project organization. Project planning. Budgeting and scheduling. Resource allocation. Project control. Project termination. PM techniques. Case studies.
3
6
IE540
Introduction to ECD&M. Hazardous waste minimization and management. Alternative cooling and refrigeration systems. Cost-effective ECD&M. Real-time process monitoring and control. Environmentally conscious electronic manufacturing. Automation and robotics applications to ECD&M. Applications of AI tools to ECD&M. Automotive manufacturing. Energy and oil production. Chemical manufacturing. Machining and assembly. Environmental technology needs of manufacturing. Ethics in environmental and manufacturing issues. Government policies in ECD&M and Total Quality Management in ECD&M. Introduction to IS0 14001.
3
6
IE541
Introduction. Product Data Management. Engineering Document management. Workflow management. ERP. Knowledge Management.
3
6
IE542
Introduction. Human Engineering. Advanced Work Measurement and Analysis. Work physiology. Human-factors in computing systems. Work teams. Special Topics in Machine-Systems.
3
6
IE543
Economic issues and principals. Mathematical treatment of demand and supply relations, consumer and producer theory, and the market structure. Development of national income, investment, employment and foreign trade models.
3
6
IE544
Methods and techniques of strategic management, that is, 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.
3
6
IE545
Introduction to Artificial Intelligence. Knowledge representation using formalized symbolic logic, dealing with uncertainties and inconsistencies, structured knowledge. Knowledge acquisition, organization and expert systems. Intelligent decision support systems: integration of DSS, DBMS and ES, Computer applications and case studies.
3
6
IE546
Fundamentals of Artificial Neural Networks, Perception Back Propagation, Counter Propagation, Statistical Methods, Hopfield Networks and Adaptive Resonance Theory, The Cognition and Neo Cognition, Industrial Applications of Neural Networks.
3
6
IE547
Logistics and Competitive Strategy, The Customer Service Dimension, Measuring Logistics Costs and Performance Benchmarking The SPC, Managing The Global Pipeline, Strategic Lead Time Management, Just In Time and Quick Response Logistics, Managing The SC, Leading-Edge Logistics.
3
6
IE548
Systems and Mathematical System Theory, Multi Stage and Large Scale Systems, Adaptive and Learning Systems, Knowledge-Based Systems, Cognitive Science, Pattern Recognition, Human-Machine Systems, Computational Intelligence and Methodology, Systems Methodology and Design, Technological Engineering and Manufacturing Systems, Agent and Agent Technologies, Multi Agent Systems, Physically Distributed System, Automation and Robotics, Organizational and Management Systems, Case Studies in Large Scale System Design and Agent Based Manufacturing.
3
6
IE549
Artificial And Computational Intelligence, Fuzzy Logic, Fuzzy Set Theory and System Modeling, Fuzzy Equations, Fuzzy Numbers In (0,1), Fuzzy Numbers in (0,1) with Higher-Order Intervals of Confidence (0,1), Membership Functions, Fuzzy Rules, A Rationale for Fuzzy Control, Optimal Fuzzy Control, Probabilistic Fuzzy Sets (Control), Predictive Fuzzy Control, Stability Analysis, Applications with software, Introduction to Neuro-Fuzzy Systems and Control.
3
6
IE550
Black Box, Markov Chains, Cognitive Models, Learning By Decision Trees, Binary Choice, Feedback Systems.
3
6
IE551
Counting, Logic, Set theory, Relations and Functions, Enumeration, Graph Theory, Finite State Machines, Coding, Combinatorial Design.
3
6
IE552
Ordinary differential equations, Vector calculus, Linear algebra, Fourier analysis, Partial differential equations, Complex analysis, Numerical methods, Optimizations, Graphs, Probability theory and statistics.
3
6
IE553
Introduction to Cost and Accounting, Accounting for Materials and Labor, Accounting for Overheads, Job and Batch Costing, Process Costing, Joint Product and By-Product Costing, Absorption and Variable Costing, Cost-Volume-Profit Analysis, Relevant Costing for Decision Making, The Budgeting System, Standard Costing, Capital Investment Appraisal, Activity Based Costing and Management, Target Costing.
3
6
IE554
This course combines professional engineering knowledge and expertise with an appreciation of the functioning of the human body. It covers everything from the development of new equipment for medical diagnosis and treatment, to the implanting of biomaterials or artificial organs in the human body. It uses engineering principles to understand, modify and control biological systems, and requires a working knowledge of physiology, anatomy, biological science, CAD-CAM, rapid prototyping, material science. This course will be carried out in cooperation with medical school and biology department.
3
6
IE555
Introduction to data mining, Data warehouses, Data preprocessing, Data mining primitives, languages and system architectures, Concept description, Mining association rules, Classification and prediction, Cluster analysis, Mining complex data types, Neural network, genetic algorithms and other soft computing techniques in data mining, Application trends in data mining, Computer applications and case studies.
3
6
IE556
Management of diversity, Conflict management, Team management, Knowledge management, Motivation management, Stress management, Change management, Carrier management, Risk management, Strategic management, Human resources management, Customer relations management, Project management, Brand management, Performance management.
3
6
IE557
Definition of technology concept in production and service sectors, History of technological developments on a sectoral basis, Relationships with science and engineering, Models for technology development: techno-parks, science parks, research institutes. Organizations and media toward technology surveys and technology transfer, Role of technology in national economic development and global competition.
3
6
IE558
Structure of service producing systems, Basic design and operational concepts in service and process selection, capacity planning, facility planning, work design, aggregate service planning, scheduling, service quality and information systems.
3
6
IE559
The course involves the design of a manufacturing or service system based on demand analysis, capacity, location, man-machine and information requirements. Feasibility analysis and project profiling are also included. This is a project oriented course which comprises a synthesis of the techniques and the methodologies previously covered in other courses.
3
6
IE560
Mathematical basics for dealing with reliability data, theory, and analysis. Bayesian reliability analysis. Engineering ethics in safety evaluations. Case studies of accidents in large technological systems. Fault and event tree analysis.
3
6
IE561
Introduction to modeling and analysis of manufacturing and service systems subject to uncertainty. Topics include the Poisson process, renewal processes, Markov chains, and Brownian motion. Applications to inventory systems, production system design, production scheduling, reliability, and capacity planning.
3
6
IE562
Design, analysis, and implementation of e-commerce systems. Information infrastructure, enterprise models, enterprise processes, enterprise views. Data structures and algorithms used in e-commerce systems. SQL, exchange protocols, client/server model, web-based views.
3
6
IE563
The importance and role of productivity. Factors affecting productivity. Productivity measurement approaches. Productivity analysis in the enterprise, sector and national level. Efficiency measurement using modern tools. Productivity improvement strategies. Organizational productivity improvement programmes. Fundamental productivity improvement techniques. Capital productivity. Labor productivity. Social productivity - productivity culture.
3
6
IE564
Basic statistical definitions and estimators. Probability distributions. Random sampling. Fundamental sampling distributions. Confidence intervals – interval estimation. Testing hypotheses. Chi-square tests - Goodness of fit test and independence test. Method of least squares. Regression – linear, multiple linear and nonlinear regressions. Factor analysis – ANOVA. Nonparametric statistics.
3
6
IE565
Basic planning activities. Demand management. Capacity planning. Inventory management. Sales and operations planning. Master production schedule and available-to-promise logic. MRP, MRPII, ERP. Order processing systems. Production activity control. Manufacturing planning and control system design.
3
6
IE566
This is an elective course for service systems. Course includes service models; interval scheduling, reservations, timetabling, workforce scheduling and rostering. In computer environment, the course teachs the students system design and implementation, mathematical programming models, heuristic methods, constraint programming methods for above service models.
3
6
IE567
Assembly lines. Type of assembly lines. Property of straight, U type and parallel assembly lines. Straight, U type and parallel assembly lines balancing problems, optimal and heuristic approaches for solving these problems. Straight, U type and parallel assembly lines design problems, optimal and heuristic approaches for solving these problems.
3
6
IE568
Guidelines for designing experiments, Review of basic concepts in statistics, Simple comporative experiments, Experiments with a single factor: The analysis of variance, Randomized blocks, Latin squares and related designs, Introduction to factorial designs, The 2k factorial design, Blocking and confounding in the 2k factorial design, Two-level fractional factorial designs, Three level and mixed-level factorial and fractional factorial designs, Fitting regression moodels, Response surface methods and designs, Robust parameter design and process robustness studies, Experiments with random factors, Nested and split-plot designs.
3
6
IE569
Manufacturing models, Assembly lines: Reliable serial systems, Transfer lines and general serial systems, Shop scheduling with many products, Flexible manufacturing systems, Group technology, Facility layout, Machine setup and operation sequencing, Material handling systems, Warehousing: Storage and retrieval systems, General manufacturing systems: Analytical queuing models, General manufacring systems: Emprical simulation models.
3
6
IE570
The course presents the theory and methods employed in technology assessment and transfer.  Special emphasis will be placed on the impacts of emerging technologies on an enterprise and society-at-large. Students will apply current techniques of technology assessment, such as: risk analysis, cost-benefit analysis, forecasting, trend impact analysis, and technology sequence analysis. Additionally students will study the process of technology innovation, diffusion, and transfer in the context of both developed and developing nations.  Projects and case studies will be drawn from different technological sectors, for example: manufacturing, biotechnology, energy, telecommunication, transportation, etc.
3
6
IE599
Preparation of a M.S. thesis under the supervision of the supervisor
0
6
IE699
Program of research leading to Ph. D. Degree arranged between the student and a faculty member. Students register to this course in fall semester while the research program or write up of thesis is in progress.
0
6
IE700
Directed study and research for Masters level graduate students on a subject of mutual interest to student and faculty member. Course content will depend on the interests of the student and faculty member. A paper is to be prepared and presented by the enrolled graduate student at the end of the semester.
0
12
IE800
Graduate Phd Semi̇̇nar
0
12
IE850
GRADUATE PHD SEMİNAR SEMINAR II
0
18
IE899
This special studies course is designed to introduce students to topics of contemporary importance or special interest that fall outside the scope of the curriculum. Supervisor discusses problems related to individuals MS level work and guides MS level students to generate new ideas in their particular research areas. The course is aimed to enhance research and interchange state-of-the-art information in technological and scientific fields.
0
24
IE999
This special studies course is designed to introduce Ph.D. level students to topics of contemporary importance or special interest that falls outside the scope of the curriculum. Supervisor discusses problems related to individuals Ph.D. level work and guides Ph.D. level students to generate new ideas in their particular research areas. The course is aimed to enhance research and interchange state-of-the-art information in technological and scientific fields.
0
24
Yüksek Lisans ve Doktora/Uzmanlık Seçmeli Dersler
Kod
Ders
 
Kredi
ECTS
IE571
“Lojistik”, “lojistik zinciri”, “tedarik zinciri” kavramları; lojistik ile tedarik zinciri yönetimi arasındaki benzerlik ve farklar; işletmecilikte yeni bir “çapraz-destek fonksiyonu” olarak “lojistik fonksiyonu”; lojistik sistemin girdileri ve çıktıları; lojistik yönetiminin temel amaçları ve görevleri; lojistikte başlıca stratejik ve operasyonel karar konuları; lojistikte dış kaynak kullanımının sebep ve sonuçları; tedarik zincirlerinin organizasyonu, koordinasyonu ve kontrolü;lojistiğin önemi.
3
6
IE572
Doğrusal Modelleme: Modelleme Temelleri; doğrusal programlama; problem formülasyonu; taşıma, ulaştırma ve atama problemleri; tamsayılı programlama. Doğrusal olmayan modeller; Ağ modelleri; Temel sezgisel yöntemlere giriş; Kritik yol metodu, program değerlendirme ve (PERT). Stokastik modeller; Dinamik ve geometrik programlama; Oyun teorisi. Ekonomi ve mühendislik kararları; Karar verme teorisinin temelleri.
3
6
IE573
Üretim hattı tasarımı. Zamanında (JIT) üretim sistemleri. Optimize edilmiş üretim teknolojisi (OPT). Esnek üretim sistemleri (FMS). Üretim sistemleri, Bilgisyar destekli tasarım ve bilgisayar destekli üretim (CAD/CAM), Bilgisayar bütünleşik üretim (CIM).
3
6
IE574
Yeni ürün geliştirme süreci ve bu süreci yönetmede kullanılabilecek teknikler. Yeni ürün geliştirme ekonomisi.
3
6
IE575
Girişimciliğe giriş. Kobiler. Pazar ve ihtiyaçlar. Ekonomik temeller. Risk. Sermaye riski ve yatırım seçenekleri. İş planı hazırlama. Kendi işini kurma.
3
6
IE576
İnovasyon süreçleri, inovasyon planlaması ve bilgisayar destekli inovasyon sistemleri tasarımı
3
6
IE577
Teknoloji çevrimleri, teknoloji geliştirme süreçleri, teknoloji tanımlama, sınıflama, teknoloji izleme. Teknoloji tahmini, planlaması ve teknoloji ölçümleme. Teknolojik avantaj, stratejik teknoloji geliştirme.
3
6
IE578
İşletmelerde verimlilik ölçümü, Metot etüdü, İş ölçümü ve akış analizi, Zaman etüdü, İş örneklemesi, Hareket-zaman sistemleri, İş değerlendirme Ücretlendirme, Motivasyon
3
6
IE579
Hizmet sistemlerinin karakteristikleri, sistem konfigrasyonlari, sistem özellikleri ve kisitlari, performans ölçütleri, genel amaçli işgücü çizelgeleme, İşgücü dağıtım kurallari, geleneksel işgücü planlama, esnek işgücü planlama, hiyerarşik işgücü planlama, tekli eya çoklu vardiya uygulamaları.  Tur çizelgeleme, izin çizelgeleme, vardiya çizelgeleme, işgücü planlama modelleri, matematiksel  ve sezgisel yöntemler, değişik himet sektörlerinde uygulamalar, işgücü planlama yazılımlarına genel bir bakış.
3
6
IE580
Insan mühendisligine giris, tanim, kapsam ve hedefler, insan mühendisliginin endüstri ve yönetim açisindan önemi, çalismanin degerlendirilmesi, iş koşullarında ergonomik prensipler: Antropometri, Aydınlatma, Gürültü, İklim, Titreşim,Renk vs. Çalisma yerinin antropometrik açidan incelenmesi, çalisma sartlari, ergonomik isyeri düzenleme, makina koruyuculari, is kazalari, risk analizi, meslek hastalıkları, vardiya çalisması.
3
6
IE581
Pazarlama karmasına genel bir giriş; reklam, fiyat, promosyon, dağıtım vs. Etkin pazarlama planlaması, Modern pazarlar ve ortamları, İnternet çağında pazarlama ve markalaşma, marka yaratma ve yaşatma stratejileri, Müşteri odaklı yeni ürün geliştirme stratejileri, Kurumsal marka yönetimi, Global pazarlarda markalaşma stratejileri, Digital pazarlamada yeni trendler, Gerilla pazarlamanın gücü, Örnek uygulamalar; Konut pazarlama ve satışta yeni trendler, Farma sektöründe iş savaşları.
3
6
IE582
Seri üretim hatları ve özellikleri. Üretim ve montaj hatları. Üretim hatları tipleri. Düz, U, paralel montaj hatlarının özellikleri, dengeleme problemleri. Üretim hatlarında dengeleme problemleri için geliştirilen optimal ve sezgisel yöntemler. Üretim hatlarında yeni yaklaşımlar, yeni problemler ve bu problemler için çözüm yaklaşımları.
3
6
IE583
Proje nedir? Proje planlaması. Proje yönetimi ve projelerde takım çalışması. Proje programlama. Proje planlamada CPM (Kritik Yol Yöntemi) ve PERT (Proje Degerlendirme ve Gözden Geçirme Teknigi) tekniği. Proje Yönetim yazılımlarına giriş. Proje yönetiminde süre-maliyet analizleri ve kaynak dengeleme problemleri.
3
6
IE584
Benzetimin temel prensipleri, komplex sistemlerin modellenmesi, bazı önemli benzetim yazılımlarının incelenmesi, ARENA benzetim yazılımının incelenmesi ve kullanımı, model validasyonu, girdi olasılık dağılımlarının seçimi, rassal sayı üretme, deneysel tasarıma giriş, istatistiksel çıktı analizi, varyans azaltma teknikleri, simulasyon optimizasyonu.
3
6
IE585
Deneylerin tasarımına ilişkin temel bilgiler, Temel istatistik kavramlarının gözden geçirilmesi, Basit karşılaştırmalı deneyler, Tek faktörlü deneyler : Varyans analizi, Rassallaştırılmış bloklar, Latin kareler ve ilgili tasarımlar, Faktöriyel tasarımlara giriş, 2k Faktöriyel tasarımı, 2k Faktöriyel tasarımında bloklama ve karıştırma.
3
6
IE586
Tahminlemeye Giriş, Temel İstatistiksel Kavramların İncelenmesi, Veri Yapılarının İncelenmesi ve Belli bir Tahimin Tekniğinin Seçimi, Hareketli Ortalama ve Düzgünleştirme Yöntemleri, Zaman Serileri ve Bileşenleri, Basit Linear Regresyon, Çoklu Regresyon Analizi, Zaman Serileri Verileri ile Regresyon Analizi, Box-Jenkins (ARIMA) Methodolojisi,  Tahmin Prosesisinin Yönetilmesi.
3
6
IE587
 
3
6
IE588
Temel planlama etkinlikleri. Talep yönetimi. Envanter yönetimi. Toplu planlama. Master üretim planlama. Malzeme ihtiyaç planlama. Kapasite planlama. İmalat kaynakları planlaması. Kurumsal kaynak planlaması. Yalın üretim ve optimize üretim teknolojisi. Üretim faaliyet kontrolü. İmalat planlama ve kontrol sistemi tasarımı.
3
6
IE589
Verimliliğin önemi ve rolü. Verimliği etkileyen faktörler. Verimlilik ölçme yaklaşımları. Kurumsal, sektörel ve ulusal verimlilik analizleri. Verimlilik arttırma stratejileri. Kurumsal verimlilik arttırma programları. Genel verimlilik arttırma teknikleri. Sermaye verimliliği. İşgücü verimliliği. Toplumsal verimlilik - verimlilik kültürü.
3
6
IE590
Karar teorisi. Fayda teorisi. Karar ağaçları. AHP. Pareto optimallik ve ödünleşim eğrileri. Çok amaçlı optimizasyon teknikleri ve çözüm teknikleri. Bilgisayar uygulamaları, Vaka analizleri, Projeler.
3
6
IE591
Üretim sistemleri. Sistem bileşenleri ve mimarisi. Esnek imalat ve montaj sistemleri. Bilgi tabanlı sistemlerin bileşenleri. Yapay sinir ağları. Proses planlama. Ürün bilgisi modelleme. Ekipman seçimi, grup teknolojisi ve makine yerleşiminde bilgi tabanlı sistemler. Otomatik üretim sistemlerinde çizelgeleme.
3
6
IE592
Farklılık yönetimi, Çatışma yönetimi, Takım yönetimi, Bilgi yönetimi, Motivasyon yönetimi, Stres yönetimi, Değişim yönetimi, Kariyer yönetimi, Risk yönetimi, Stratejik yönetim, İnsan kaynakları yönetimi, Müşteri ilişkileri yönetimi, Proje yönetimi, Marka yönetimi, Performans yönetimi.
3
6
IE593
Stok teorisi, deterministik ve olasılıklı modeller. Varolan yaklaşımların eksiklikleri. MRP, MRP II ve JIT yaklaşımları. Stok kontrol sistemleri. Barkodlar vb. sistemler. Vaka analizi ve bilgisayar uygulamaları.
3
6
IE594
E-ticaret sistemlerinin dizayn, analiz ve entegrasyonu. Bilgi arayüzü, işletme modelleri, işletme süreçleri. E-ticaret sistemlerindeki veri yapıları ve algoritmalar. SQL, TCP/IP, istemci/sunucu modeli, web sayfası tasarım.
3
6
IE595
Yapay zekaya giriş. Formalize sembolik mantık kullanarak bilgi sunumu. Yapısal bilgi. Bilgi çıkarımı, organizasyonu ve uzman sistemler. Zeki karar destek sistemleri: DSS, DBMS ve ES nin entegrasyonu. Bilgisayar uygulamaları ve vaka analizleri.
3
6
IE596
Talep tahmini; kapasite analizi; ürün/süreç analizi; teknoloji seçimi; tesis yer seçimi; tesis düzenleme; imalat sistemleri yerleşimi; servis sistemleri yerleşimi; tesis tasarımının fonksiyonları, temel elemanları, kapsamı, amaçları / Tesis tasarım prosesleri / Grup teknolojisi, TZÜ / Bilgisayar destekli tesis tasarımı / Craft, Corelap, Aldep, Planet Metotları / Tasarım süresi hesapları / Bilgisayar uygulamaları / Tesis tasarımının değerlendirilmesi.
3
6
IE597
 
MULTI-CRITERIA DECISION MAKING
Multi Criteria Decision Making 3 6
IE750
Öğrencinin aldığı dersler temelinde uygulamaya yönelik projeler geliştirilmesi veya uygulamadaki bir problemin çözmesi.
0
24