https://github.com/martincorona007/artificial-intelligence

Simple Linear Regression, Multiple Linear Regression, Genetic Algorithm
https://github.com/martincorona007/artificial-intelligence

ai algorithm-genetic artificial-intelligence genetic-algorithm genetic-programming-algorithm jade jade-agents multiple-linear-regression simple-linear-regression

Last synced: about 2 months ago
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Simple Linear Regression, Multiple Linear Regression, Genetic Algorithm

• Host: GitHub
• URL: https://github.com/martincorona007/artificial-intelligence
• Owner: martincorona007
• Created: 2020-11-25T16:18:41.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2021-01-15T17:51:15.000Z (almost 4 years ago)
• Last Synced: 2024-10-11T23:20:26.069Z (2 months ago)
• Topics: ai, algorithm-genetic, artificial-intelligence, genetic-algorithm, genetic-programming-algorithm, jade, jade-agents, multiple-linear-regression, simple-linear-regression
• Language: Java
• Homepage:
• Size: 1.87 MB
• Stars: 1
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Artificial-Intelligence

## How to compile ##

## SLR Hands-on 2 ##

(Inside SLR Folder)

1. ```javac SLR.java```

2. ```java SLR```

## MLR Hands-on 4 ##

(Inside MLR Folder)

1. ```javac MLR.java```

2. ```java MLR```

## Genetic Algorithm Hands-on 6 ##

(Inside Genetic Algorithm Folder)

1. ```javac Main.java```

2. ```java Main```

## SLR with JADE Hands-on 3 ##

(Inside JADE folder)

1. ```javac -cp lib/jade.jar  src/examples/slr/SLR.java src/examples/slr/SLRAgent.java src/examples/slr/SLRGui.java -d classes/```

2. ```java -cp lib/jade.jar:classes/ jade.Boot -gui agente:examples.slr.SLRAgent```

## MLR with JADE Hands-on 5 ##

(Inside JADE folder)

1. ```javac -cp lib/jade.jar  src/examples/mlr/MLR.java src/examples/mlr/MLRAgent.java src/examples/mlr/MLRGui.java -d classes/```

2. ```java -cp lib/jade.jar:classes/ jade.Boot -gui agente:examples.mlr.MLRAgent```

## Genetic Algorithm  with JADE Hands-on 7 ##

(Inside JADE folder)

1. ```javac -cp lib/jade.jar src/examples/H7/Population.java src/examples/H7/Individual.java src/examples/H7/GeneticAlgorithm.java src/examples/H7/Main.java -d classes/```

2. ```java -cp lib/jade.jar:classes/ jade.Boot -gui agente:examples.H7.Main```

## Outputs ##

1.SLR with JADE Hands-on 3

![Selection_011](https://user-images.githubusercontent.com/31390537/104360531-d482ab80-54d6-11eb-986b-fa0cefca3b7f.png)

2.MLR with JADE Hands-on 5

![Selection_010](https://user-images.githubusercontent.com/31390537/104360562-e2383100-54d6-11eb-9eaf-490e47ffc1a6.png)

3. Genetic Algorithm  with JADE  Hands-on 7

![Selection_013](https://user-images.githubusercontent.com/31390537/104361331-eb75cd80-54d7-11eb-9dee-d06a20ae765b.png)

4. Genetic Algorithm Hands-on 6

![Selection_012](https://user-images.githubusercontent.com/31390537/104361512-2972f180-54d8-11eb-9c44-91752e1a1b65.png)

## Representation ##

![Screenshot from 2020-12-16 12-52-31 (copy)](https://user-images.githubusercontent.com/31390537/102525833-70e49a00-4060-11eb-8b30-6ebb49a376ec.png)

![Screenshot from 2020-12-16 12-52-31 (another copy)](https://user-images.githubusercontent.com/31390537/102525860-7b069880-4060-11eb-8701-8cd21d62150f.png)

## SLR DS table ##

Bennetton case https://www.displayr.com/what-is-linear-regression/

![Selection_002](https://user-images.githubusercontent.com/31390537/103656357-1d15f400-4f2e-11eb-961a-4e909f2575aa.png)

![Selection_001](https://user-images.githubusercontent.com/31390537/103656420-3159f100-4f2e-11eb-9842-39b2f387965a.png)

## MLR DS table ##

![Selection_003](https://user-images.githubusercontent.com/31390537/103656568-5e0e0880-4f2e-11eb-9b99-9be9dbabef0e.png)