This page contains the course materials and final projects, developed at the University of Guilan for Computational Intelligence course (code 12262111) in Fall 2019 semester. The course presents an introduction to the methods and algorithms of Computational Intelligence, and focuses on the functional concepts and applicable approaches. The topics covered in this course include Soft Computing, Artificial Neural Networks (ANNs), Fuzzy logic, Evolutionary Computation, and Swarm Intelligence. It also discusses the structures of well-known CI methods, such as Ant Colony, Genetic Algorithm, Perceptron Network, and Deep Learning.
- Introduction to Computational Intelligence and Soft Computing
- Artificial Neural Networks
- Cluster Analysis
- Fuzzy Logic and Calculations
- Evolutionary Computation
- Instructor: Ali Tourani
- Credits: 3
- Time: Wednesdays, 15:30 – 17:00, 17:15 – 18:30
- Location: Faculty of Engineering, Class #23
# | Project title | Member(s) |
---|---|---|
1 | Moving vehicle simulation using ANNs | 960122680036, 960122681006, 9512268100, 960122680076 |
2 | Real-time prediction of age and gender based on ANN | 950122680027, 950122680028, 950122680037, 950122681011 |
3 | Simulation of T-REX Runner | 960122680031, 960122681001, 960122680011 |
4 | Classifying dogs and cats | 96122680001, 960122680040, 960122680004, 960122680085 |
5 | Weather forecasting using ANNs | 950122680008, 950122680020, 950122681008 |
6 | ADALINE Neural Network | 950122680083, 950122680014 |
7 | Bat algorithm | 960122681014, 960122610003, 9612268200, 950122610018 |
8 | Titanic Ship Survivers Issue using ANNs | 9312268103 |
9 | Image Segmentation using ANN | 94012269026, 9412261200, 94012269025 |
10 | Handwriting recognition using ANN | 950122680019, 950122680025, 950122681005, 950122680030, 950122680004 |
11 | Implementing a Neural Network for Clustering | 95122615002, 9412261500, 94122611001, 9512268500 |
12 | Using Genetic algorithm to model Chromosome collision | 94122681004 |
13 | Prediction of stock market using ANNs | 9312268122, 94012269030, 94012269032 |
14 | Implementation of a scoring game based on Genetic algorithm | 950122680080, 94122691005 |
15 | Implementation of a Reinforcement Learning Neural Network to recognize particular fruits | 950122680009, 950122680007, 950122680026, 950122681022 |
16 | Implementation of a fuzzy model for Rescuer robots | 94122611002 |
17 | Human emotion detection by ANN | 950122681016, 94012261103, 94012261101 |
18 | System load-balance modeling based on Fuzzy logic | 94012269022, 94122691003 |
19 | Simulation of network routing based on Ant Colony algorithm | 950122680005, 950122681009, 950122680017, 9312268145 |
20 | [Not Available] | 960122681010, 93122685000 |
21 | Simulation of car braking system using a fuzzy model | 950122680088, 950122681020, 950122680024 |
22 | A Color Palette application based on clustering structure | 950122680063, 950122680078, 950122680035, 950122680029 |
23 | Implementation of a perceptron neural network to solve logical issues | 94012269029 |
24 | Utilizng an ANN for Tic-Tac-Toe game | 960122680019, 960122680022, 960122681012, 960122680117 |
25 | A fuzzy system to control light in smart homes | 9512268200, 95122681001 |
26 | A Python framework for Genetic Algorithm phases | 94012269015, 94012261011 |