Akademik Dersler - Tanıtım


Code - Course Title	İST554 - Intelligent Optimization Techniques
Course Type	Elective Courses
Language of Instruction	Türkçe
Laboratory + Practice	3+0
ECTS	7.5
Course Instructor(s)	DOÇENT DOKTOR İSMAİL YENİLMEZ
Mode of Delivery	The mode of delivery of this course is face to face.
Prerequisites	There is no recommended optional programme component for this course.
Courses Recomended	There is no recommended optional programme component for this course.
Required or Recommended Resources	Intelligent Optimisation Techniques by D. T. Pham, D. Karaboga
Recommended Reading List
Assessment methods and criteria	1 Midterm Exam, 1 Homework and Final Exam (Classic)
Work Placement	Not suitable for this course.
Sustainability Development Goals

Weeks	Topics
Week - 1	Introduction to optimization
Week - 2	Definition and representation of the optimization problem
Week - 3	Computational and Meta-heuristic approaches
Week - 4	Univariate and multivariate optimization
Week - 5	Simplex algorithm
Week - 6	Stochastic Optimization Algorithms
Week - 7	Evolutionary Algorithms
Week - 8	Genetic Algorithms
Week - 9	Swarm Algorithms
Week - 10	Immune algorithms
Week - 11	Simulated annealing
Week - 12	Mimic Algorithms
Week - 13	Artificial neural networks
Week - 14	Layered network models

Assessment Method and Passing Requirements
	Quamtity	Percentage (%)
Toplam (%)		0