alitourani/computational-intelligence-class-9801

Computational Intelligence Class (University of Guilan) - Fall 2019

Computational Intelligence 9801 (Fall 2019)

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.

📚 Course Contents

• Introduction to Computational Intelligence and Soft Computing
• Artificial Neural Networks
• Cluster Analysis
• Fuzzy Logic and Calculations
• Evolutionary Computation

👨‍🏫 Administrative

• Instructor: Ali Tourani
• Credits: 3
• Time: Wednesdays, 15:30 – 17:00, 17:15 – 18:30
• Location: Faculty of Engineering, Class #23

🔨 Project Titles

#	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