Skip to main content

Table 5 Rule sets evolved for the 2nd network instance, shown with [performance estimate, fitness]

From: Evolution of control with learning classifier systems

Set 1

Set 2

Set 3

Set 4

Set 5

##### : 5 [168.77/1]

##### : 5 [167.08/0.9999]

##### : 1 [140.22/0.837]

##### : 5 [176.32/0.9964]

##### : 5 [158.27/1]

####1 : 2 [174.82/0.9105]

####1 : 2 [165.75/0.9181]

##### : 5 [165.66/0.9237]

####1 : 2 [166.58/0.8826]

####1 : 2 [164.28/0.9272]

####0 : 1 [174.58/0.7241]

####0 : 1 [179.69/0.8753]

####1 : 2 [152.97/0.9133]

####0 : 1 [179.2/0.8245]

###1# : 3 [154.08/0.8235]

###1# : 3 [161.39/0.7999]

###1# : 3 [159.32/0.8038]

###1# : 3 [152/0.7947]

###1# : 3 [157.67/0.8161]

####0 : 1 [172.67/0.7602]

####1 : 1 [150.51/0.3144]

####1 : 1 [134.84/0.5842]

#1### : 2 [174.74/0.8665]

####1 : 1 [145.04/0.349]

####1 : 1 [138.2/0.3596]

#1### : 2 [171.8/0.8389]

#1### : 2 [175.93/0.8522]

##1## : 3 [130.54/0.5219]

#1### : 2 [172.82/0.8533]

#1### : 2 [169.65/0.8835]

##1## : 3 [138.72/0.5171]

##1## : 3 [135.56/0.5524]

#00## : 4 [136.33/0.3224]

##1## : 3 [134.61/0.5635]

##1## : 3 [134.61/0.5405]

###1# : 1 [151.82/0.3025]

####0 : 3 [180.32/0.0755]

####0 : 3 [173.76/0.0651]

##### : 2 [185.62/0.0787]

#00## : 4 [136.53/0.4471]

##0## : 1 [148.58/0.1909]

#1### : 3 [171.64/0.3477]

#00## : 0 [137.08/0.3773]

###1# : 1 [157.57/0.1491]

#1### : 3 [163.03/0.3735]

#00## : 0 [146.3/0.4662]

#00## : 4 [138.48/0.3762]

#1### : 3 [166.97/0.3807]

##### : 1 [159.29/0.1256]

##0## : 1 [141.51/0.1193]

#1### : 3 [178.45/0.3704]

#00## : 0 [140.19/0.4581]

##### : 2 [174.49/0.055]

##0## : 1 [153.58/0.12]

##### : 1 [145.76/0.1253]

##### : 3 [187.29/0.0621]

###11 : 0 [138.38/0.3636]

##### : 4 [164.29/0.0881]

#00## : 4 [144.24/0.489]

###1# : 1 [148.31/0.1103]

##### : 2 [183.11/0.0487]

###1# : 2 [180.27/0.0468]

##### : 0 [187.87/0.0619]

##### : 4 [169.22/0.0742]

##### : 0 [177.05/0.0695]

#00## : 4 [143.36/0.3858]

##### : 1 [144.49/0.0455]

1#### : 3 [140.72/0.0686]

#00## : 0 [146.89/0.4448]

#00## : 0 [133.87/0.4369]

##### : 1 [157.12/0.0928]

##### : 2 [179.39/0.0434]

##### : 3 [175.77/0.0436]

##### : 0 [198.09/0.0717]

##### : 4 [154.1/0.0629]

##### : 0 [193.18/0.0486]

##### : 4 [152.35/0.0524]

 

##### : 3 [195.4/0.0698]

####0 : 3 [173.23/0.0527]

 

##0## : 1 [143.81/0.0449]

  

0#### : 1 [141.69/0.0865]

 

##### : 3 [177.73/0.0475]

  

#0##0 : 0 [168.55/0.343]

 

###1# : 1 [147.84/0.0443]

  

##### : 3 [172.64/0.0496]

 

##0## : 0 [158.01/0.0401]

  

##### : 2 [188.22/0.0433]

 

#0### : 1 [141.28/0.0422]

   
 

###01 : 4 [140.66/0.2853]

   
 

##### : 0 [162.97/0.0379]

   
 

#0### : 4 [147.31/0.0256]

   
 

0#### : 1 [142.66/0.0267]

   
 

####1 : 3 [181.42/0.0291]