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Contains implementations of Computational Intelligence Algorithms
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Computational Intelligence Algorithms

This repository is created to collect the final projects of the Principles of Computational Intelligence course, presented at the Department of Computer Engineering of the University of Guilan. Accordingly, the repository contains implementations of Computational Intelligence Algorithms to solve some basic issues.

Class Information

  • Associated Term: Fall 2019
  • Instructor: Ali Tourani
  • Teacher Assistant: N/A
  • Credits: 3.0

Course Contents

  • Introduction to C.I. and Soft Computing
  • Artificial Neural Networks
  • Cluster Analysis
  • Fuzzy Logic
  • Evolutionary Computation
  • Hybrid Intelligent Methods

Note: get access to the presentation slides through this link.

Project Titles

Group Name Title Team Members
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 game based on C.I 960122680031, 960122681001, 960122680011
4 Transfer learning using CNN for classifying dogs and cats 96122680001, 960122680040, 960122680004, 960122680085
5 Weather forecasting using ANNs 950122680008, 950122680020, 950122681008
6 ADALINE Neural Network implementation 950122680083, 950122680014
7 Employing Bat algorithm to solve an applicable issue 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 N/A 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

Implementation Environments

Projects should be implemented using one of the below programming languages:

  • Python
  • C++
  • C#
  • Java
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