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BLU 502E
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Course Information
Course Name
Turkish
Bilişimde Optimizasyon Yöntemleri
English
Optimization Methods in Informatics
Course Code
BLU 502E
Credit
Lecture
(hour/week)
Recitation
(hour/week)
Laboratory
(hour/week)
Semester
-
3
3
-
-
Course Language
English
Course Coordinator
Hamza Salih Erden
Course Objectives
This purpose of this course is to introduce students to optimization techniques and the fundamentals of operations research so that student can apply their knowledge to variety of topics including but not limited to the informatics applications. The first half of the course will focus on the linear programming methods and specifically the application of simplex algorithm. The second half of the lecture discusses special applications of simplex algorithm as well as integer and nonlinear programming.
Course Description
Specifically, the course will enable the students to gain a working knowledge of and appreciation for:
• Translating a verbal or graphical description of a decision problem into a valid optimization model (by identifying variables, constraints and objective functions)
• Interpret the meaning and assess the validity of a particular optimization model
• Find solutions to optimization problems using the most appropriate algorithm
• Perform sensitivity analysis by tracing the effects of varying a parameter on the optimal deci-sion variables and the objective function.
Course Outcomes
Pre-requisite(s)
Required Facilities
Other
Textbook
F.S. Hillier, G.J. Lieberman: “Introduction to Operations Research”, McGraw Hill, 10th Edition.
Other References
K. Baker: “Optimization Modeling with Spreadsheets” J. Wiley & Sons.
W.L. Winston: “Operations Research, Applications and Algorithms” PWS-Kent.
W.L. Winston and M. Venkataramanan: “Introduction to Mathematical Programming - Operations Re-search, Volume One” Duxbury.
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