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Simple Linear Regression, Multiple Linear Regression, Genetic Algorithm

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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 2.MLR with JADE Hands-on 5 Selection_010 3. Genetic Algorithm with JADE Hands-on 7 Selection_013 4. Genetic Algorithm Hands-on 6 Selection_012

Representation

Screenshot from 2020-12-16 12-52-31 (copy) Screenshot from 2020-12-16 12-52-31 (another copy)

SLR DS table

Bennetton case https://www.displayr.com/what-is-linear-regression/ Selection_002 Selection_001

MLR DS table

Selection_003