Civil Engineering with Thesis | |||||
Master | TR-NQF-HE: Level 7 | QF-EHEA: Second Cycle | EQF-LLL: Level 7 |
Course Code: | CE572 | ||||||||
Course Name: | Artificial Intelligence Methods in Engineering | ||||||||
Course Semester: |
Fall Spring |
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Course Credits: |
|
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Language of instruction: | TR | ||||||||
Course Requisites: | |||||||||
Does the Course Require Work Experience?: | No | ||||||||
Type of course: | Department Elective | ||||||||
Course Level: |
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Mode of Delivery: | Face to face | ||||||||
Course Coordinator : | Assoc. Prof. SELİM DÜNDAR | ||||||||
Course Lecturer(s): |
Assoc. Prof. SELİM DÜNDAR |
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Course Assistants: |
Course Objectives: | To experience application areas of modern artificial intelligence techniques. |
Course Content: | Introduction to artificial intelligence. History of artificial intelligence. Application areas of artificial intelligence. Various artificial intelligence techniques. Game theory. Fuzzy login. Artificial Neural Networks. Genetic Algorithms. |
The students who have succeeded in this course;
|
Week | Subject | Related Preparation |
1) | Introduction to Artificial Intelligence | . |
2) | History of artificial intelligence | . |
3) | Application areas of artificial intelligence | . |
4) | Artificial intelligence movie | |
5) | Problem solving | |
6) | Artificial intelligence methods | |
7) | Game theory | |
8) | Fuzzy Logic I | |
9) | Fuzzy Logic II | |
10) | Artificial Neural Networks I | |
11) | Aritificial Neural Networks II | |
12) | Genetic Algorithms I | |
13) | Genetic Algorithms II | |
14) | Student Presentations |
Course Notes / Textbooks: | Ders Notları |
References: | Matlab paket programı |
Learning Outcomes | 1 |
2 |
3 |
4 |
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Program Outcomes | ||||||
1) Describe the broad multidisciplinary scope of Civil Engineering and the interaction between related disciplines. | ||||||
2) Repeats the current techniques and methods applied in the field of Civil Engineering, their limitations, effects and results. | ||||||
3) Conducts applied research in the field of Civil Engineering, reaches the information in depth and in depth, evaluates and applies the information. | ||||||
4) Applies modeling and experimental research; analyzes complex situations encountered in this process. | ||||||
5) Uses advanced methods and software used in the field of technology and communication technologies. | ||||||
6) Reaches in-depth and in-depth knowledge by performing applied research in the field of technology, evaluates and applies information. | ||||||
7) Conveys the process and results of the studies systematically in written, oral and visual form in national and international environments in and out of civil engineering field. |
No Effect | 1 Lowest | 2 Low | 3 Average | 4 High | 5 Highest |
Program Outcomes | Level of Contribution | |
1) | Describe the broad multidisciplinary scope of Civil Engineering and the interaction between related disciplines. | 3 |
2) | Repeats the current techniques and methods applied in the field of Civil Engineering, their limitations, effects and results. | 3 |
3) | Conducts applied research in the field of Civil Engineering, reaches the information in depth and in depth, evaluates and applies the information. | 3 |
4) | Applies modeling and experimental research; analyzes complex situations encountered in this process. | 3 |
5) | Uses advanced methods and software used in the field of technology and communication technologies. | 3 |
6) | Reaches in-depth and in-depth knowledge by performing applied research in the field of technology, evaluates and applies information. | 3 |
7) | Conveys the process and results of the studies systematically in written, oral and visual form in national and international environments in and out of civil engineering field. | 3 |
Expression | |
Brainstorming/ Six tihnking hats | |
Individual study and homework | |
Lesson | |
Group study and homework | |
Reading | |
Homework | |
Problem Solving | |
Project preparation | |
Report Writing | |
Q&A / Discussion | |
Application (Modelling, Design, Model, Simulation, Experiment etc.) | |
Web Based Learning |
Written Exam (Open-ended questions, multiple choice, true-false, matching, fill in the blanks, sequencing) | |
Homework | |
Application | |
Individual Project | |
Presentation | |
Bilgisayar Destekli Sunum |
Semester Requirements | Number of Activities | Level of Contribution |
Homework Assignments | 1 | % 20 |
Project | 1 | % 20 |
Final | 1 | % 60 |
total | % 100 | |
PERCENTAGE OF SEMESTER WORK | % 40 | |
PERCENTAGE OF FINAL WORK | % 60 | |
total | % 100 |
Activities | Number of Activities | Workload |
Course Hours | 14 | 42 |
Study Hours Out of Class | 14 | 98 |
Presentations / Seminar | 3 | 75 |
Project | 3 | 75 |
Final | 1 | 3 |
Total Workload | 293 |