PAÜ .:. Eğitim Öğretim Bilgi Sistemi

COURSE INFORMATION

Course Code	Course Title	L+P Hour	Semester	ECTS
CENG 415	EVOLUTIONARY COMPUTATION	3 + 0	5th Semester	5

COURSE DESCRIPTION

Course Level	Bachelor's Degree
Course Type	Elective
Course Objective	Purpose of this course is to provide understanding of basic theories and methods related to evolutionary computation. Students will arrive solution of complex problems due to methods given during course. Students will understand the methods from basic to complex ones and can use these methods to solve different engineering problems.
Course Content	Basic approaches: Genetic algorithms, Genetic programming, evolutionary strategies. Traditional Genetic algorithm, mathematical bases, sema theory, coding, computation of correctness. Genetic operators: cross over, mutation, producing, selection methods. Advanced operators: diploid structures, parallel Genetic algorithms. Application areas. Current research topics.
Prerequisites	No the prerequisite of lesson.
Corequisite	No the corequisite of lesson.
Mode of Delivery	Face to Face

COURSE LEARNING OUTCOMES

1	Understanding of basic optimization concepts
2	Understanding of Genetic Algorithm operators
3	Understanding of Hybrid Genetic Algorithm
4	Understanding of Several Genetic Algorithm
5	Understanding of Alternative Algorithms

COURSE'S CONTRIBUTION TO PROGRAM

	PO 01	PO 02	PO 03	PO 04	PO 05	PO 06	PO 07	PO 08	PO 09	PO 10	PO 11	PO 12
LO 001							5	4	3	5	5	5
LO 002							4	3	3	3	4	4
LO 003							4	3	2	2	2	3
LO 004							3	2	3	3	3	3
LO 005							4	3	2	2	2	3
Sub Total							20	15	13	15	16	18
Contribution	0	0	0	0	0	0	4	3	3	3	3	4

ECTS ALLOCATED BASED ON STUDENT WORKLOAD BY THE COURSE DESCRIPTION

Activities	Quantity	Duration (Hour)	Total Work Load (Hour)
Course Duration (14 weeks/theoric+practical)	14	3	42
Hours for off-the-classroom study (Pre-study, practice)	14	3	42
Assignments	2	10	20
Mid-terms	1	10	10
Final examination	1	16	16
Total Work Load ECTS Credit of the Course			130 5

COURSE DETAILS

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L+P: Lecture and Practice
PQ: Program Learning Outcomes
LO: Course Learning Outcomes

Prospective Student